docs: 更新文档和技能

README.md

@@ -98,6 +98,27 @@
 
 ---
 
+<details open>
+<summary><strong>🧬 胶水编程 (Glue Coding)</strong></summary>
+
+> **软件工程的圣杯与银弹——终于出现了。**
+
+胶水编程是 Vibe Coding 的终极进化形态，可能完美解决三大致命缺陷：
+
+| 问题 | 解法 |
+|:---|:---|
+| 🎭 AI 幻觉 | ✅ 只使用已验证的成熟代码，零幻觉 |
+| 🧩 复杂性爆炸 | ✅ 每个模块都是久经考验的轮子 |
+| 🎓 门槛过高 | ✅ 你只需要描述"连接方式" |
+
+**核心理念**：能抄不写，能连不造，能复用不原创。
+
+👉 [深入了解胶水编程](./i18n/zh/documents/胶水编程/README.md)
+
+</details>
+
+---
+
 ## 🖼️ 概览
 
 **Vibe Coding** 是一个与 AI 结对编程的终极工作流程，旨在帮助开发者丝滑地将想法变为现实。本指南详细介绍了从项目构思、技术选型、实施规划到具体开发、调试和扩展的全过程，强调以**规划驱动**和**模块化**为核心，避免让 AI 失控导致项目混乱。
@@ -245,6 +266,7 @@
 
 ### 项目内部文档
 
+*   [**胶水编程 (Glue Coding)**](./i18n/zh/documents/胶水编程/): 软件工程的圣杯与银弹，Vibe Coding 的终极进化形态。
 *   [**prompts-library 工具说明**](./libs/external/prompts-library/): 支持 Excel 与 Markdown 格式互转，包含数百个精选提示词。
 *   [**coding_prompts 集合**](./i18n/zh/prompts/coding_prompts/): 适用于 Vibe Coding 流程的专用提示词。
 *   [**系统提示词构建原则**](./i18n/zh/documents/方法论与原则/系统提示词构建原则.md): 构建高效 AI 系统提示词的综合指南。

i18n/en/skills/claude-skills/AGENTS.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 # skills/claude-skills
 
 This directory is a **meta-skill**: it turns arbitrary domain material (docs/APIs/code/specs) into a reusable Skill (`SKILL.md` + `references/` + `scripts/` + `assets/`), and ships an executable quality gate + scaffolding.

i18n/en/skills/claude-skills/SKILL.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 ---
 name: claude-skills
 description: "Claude Skills meta-skill: extract domain material (docs/APIs/code/specs) into a reusable Skill (SKILL.md + references/scripts/assets), and refactor existing Skills for clarity, activation reliability, and quality gates."

i18n/en/skills/claude-skills/assets/template-complete.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 ---
 name: {{skill_name}}
 description: "[Domain] end-to-end capability: includes [capability 1], [capability 2], [capability 3]. Use when [decidable triggers]."

i18n/en/skills/claude-skills/assets/template-minimal.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 ---
 name: {{skill_name}}
 description: "[Domain] capability: includes [key capability]. Use when [decidable triggers]."

i18n/en/skills/claude-skills/references/README.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 # Skills
 Skills are folders of instructions, scripts, and resources that Claude loads dynamically to improve performance on specialized tasks. Skills teach Claude how to complete specific tasks in a repeatable way, whether that's creating documents with your company's brand guidelines, analyzing data using your organization's specific workflows, or automating personal tasks.
 

i18n/en/skills/claude-skills/references/anti-patterns.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 # Anti-Patterns (And How to Fix Them)
 
 This file documents common ways Skills fail in practice. Use it when refactoring existing Skills.

i18n/en/skills/claude-skills/references/index.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 # Claude Skills Meta-Skill Reference Index
 
 This directory contains long-form documentation that supports the `claude-skills` meta-skill.

i18n/en/skills/claude-skills/references/quality-checklist.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 # Quality Checklist (Production Gate)
 
 Use this checklist to decide whether a Skill is shippable. It is intentionally biased toward reliability and maintainability over "more content".

i18n/en/skills/claude-skills/references/skill-spec.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 # Skill Spec (This Repo)
 
 This document defines what a "production-grade Skill" means in this repository. Use it as the source of truth when creating or refactoring anything under `skills/`.

i18n/en/skills/claude-skills/scripts/create-skill.sh

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 #!/usr/bin/env bash
 
 set -euo pipefail

i18n/en/skills/claude-skills/scripts/validate-skill.sh

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 #!/usr/bin/env bash
 
 set -euo pipefail

i18n/en/skills/snapdom/SKILL.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 ---
 name: snapdom
 description: snapDOM is a fast, accurate DOM-to-image capture tool that converts HTML elements into scalable SVG images. Use for capturing HTML elements, converting DOM to images (SVG, PNG, JPG, WebP), preserving styles, fonts, and pseudo-elements.

i18n/en/skills/snapdom/references/index.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 # Snapdom Documentation Index
 
 ## Categories

i18n/en/skills/snapdom/references/other.md

@@ -1,4 +1,3 @@
-TRANSLATED CONTENT:
 # Snapdom - Other
 
 **Pages:** 1

i18n/en/skills/telegram-dev/references/index.md

@@ -1,261 +1,260 @@
-TRANSLATED CONTENT:
-# Telegram 生态开发资源索引
+# Telegram Ecosystem Development Resource Index
 
-## 官方文档
+## Official Documentation
 
 ### Bot API
-**主文档:** https://core.telegram.org/bots/api  
-**描述:** Telegram Bot API 完整参考文档
+**Main Documentation:** https://core.telegram.org/bots/api
+**Description:** Complete reference documentation for the Telegram Bot API
 
-**核心功能：**
-- 消息发送和接收
-- 媒体文件处理
-- 内联模式
-- 支付集成
-- Webhook 配置
-- 游戏和投票
+**Core Features:**
+- Sending and receiving messages
+- Handling media files
+- Inline mode
+- Payment integration
+- Webhook configuration
+- Games and polls
 
 ### Mini Apps (Web Apps)
-**主文档:** https://core.telegram.org/bots/webapps  
-**完整平台:** https://docs.telegram-mini-apps.com  
-**描述:** Telegram 小程序开发文档
+**Main Documentation:** https://core.telegram.org/bots/webapps
+**Full Platform:** https://docs.telegram-mini-apps.com
+**Description:** Development documentation for Telegram Mini Apps
 
-**核心功能：**
+**Core Features:**
 - WebApp API
-- 主题和 UI 控件
-- 存储（Cloud/Device/Secure）
-- 生物识别认证
-- 位置和传感器
-- 支付集成
+- Themes and UI controls
+- Storage (Cloud/Device/Secure)
+- Biometric authentication
+- Location and sensors
+- Payment integration
 
 ### Telegram API & MTProto
-**主文档:** https://core.telegram.org  
-**描述:** 完整的 Telegram 协议和客户端开发
-
-**核心功能：**
-- MTProto 协议
-- TDLib 客户端库
-- 认证和加密
-- 文件操作
+**Main Documentation:** https://core.telegram.org
+**Description:** Complete Telegram protocol and client development
+
+**Core Features:**
+- MTProto protocol
+- TDLib client library
+- Authentication and encryption
+- File operations
 - Secret Chats
 
-## 官方 GitHub 仓库
-
-### Bot API 服务器
-**仓库:** https://github.com/tdlib/telegram-bot-api  
-**描述:** Telegram Bot API 服务器实现  
-**特点:**
-- 本地模式部署
-- 支持大文件（最高 2000 MB）
-- C++ 实现
-- TDLib 基础
-
-### Android 客户端
-**仓库:** https://github.com/DrKLO/Telegram  
-**描述:** 官方 Android 客户端源代码  
-**特点:**
-- 完整的 Android 实现
+## Official GitHub Repositories
+
+### Bot API Server
+**Repository:** https://github.com/tdlib/telegram-bot-api
+**Description:** Implementation of the Telegram Bot API server
+**Features:**
+- Local mode deployment
+- Support for large files (up to 2000 MB)
+- C++ implementation
+- Based on TDLib
+
+### Android Client
+**Repository:** https://github.com/DrKLO/Telegram
+**Description:** Source code for the official Android client
+**Features:**
+- Complete Android implementation
 - Material Design
-- 可自定义编译
-
-### Desktop 客户端
-**仓库:** https://github.com/telegramdesktop/tdesktop  
-**描述:** 官方桌面客户端 (Windows, macOS, Linux)  
-**特点:**
-- Qt/C++ 实现
-- 跨平台支持
-- 完整功能
-
-### 官方组织
-**组织页面:** https://github.com/orgs/TelegramOfficial/repositories  
-**包含:**
-- Beta 版本
-- 支持工具
-- 示例代码
-
-## API 方法分类
-
-### 更新管理
-- `getUpdates` - 长轮询
-- `setWebhook` - 设置 Webhook
-- `deleteWebhook` - 删除 Webhook  
-- `getWebhookInfo` - Webhook 信息
-
-### 消息操作
-**发送消息：**
-- `sendMessage` - 文本消息
-- `sendPhoto` - 图片
-- `sendVideo` - 视频
-- `sendDocument` - 文档
-- `sendAudio` - 音频
-- `sendVoice` - 语音
-- `sendLocation` - 位置
-- `sendVenue` - 地点
-- `sendContact` - 联系人
-- `sendPoll` - 投票
-- `sendDice` - 骰子/飞镖
-
-**编辑消息：**
-- `editMessageText` - 编辑文本
-- `editMessageCaption` - 编辑标题
-- `editMessageMedia` - 编辑媒体
-- `editMessageReplyMarkup` - 编辑键盘
-- `deleteMessage` - 删除消息
-
-**其他操作：**
-- `forwardMessage` - 转发消息
-- `copyMessage` - 复制消息
-- `sendChatAction` - 发送动作（输入中...）
-
-### 文件操作
-- `getFile` - 获取文件信息
-- 文件下载 URL: `https://api.telegram.org/file/bot<token>/<file_path>`
-- 文件上传：支持 multipart/form-data
-- 最大文件：50 MB (标准), 2000 MB (本地 Bot API)
-
-### 内联模式
-- `answerInlineQuery` - 响应内联查询
-- 结果类型：article, photo, gif, video, audio, voice, document, location, venue, contact, game, sticker
-
-### 回调查询
-- `answerCallbackQuery` - 响应按钮点击
-- 可显示通知或警告
-
-### 支付
-- `sendInvoice` - 发送发票
-- `answerPreCheckoutQuery` - 预结账
-- `answerShippingQuery` - 配送查询
-- 支持提供商：Stripe, Yandex.Money, Telegram Stars
-
-### 游戏
-- `sendGame` - 发送游戏
-- `setGameScore` - 设置分数
-- `getGameHighScores` - 获取排行榜
-
-### 群组管理
-- `kickChatMember` / `unbanChatMember` - 封禁/解封
-- `restrictChatMember` - 限制权限
-- `promoteChatMember` - 提升管理员
-- `setChatTitle` / `setChatDescription` - 设置信息
-- `setChatPhoto` - 设置头像
-- `pinChatMessage` / `unpinChatMessage` - 置顶消息
-
-## Mini Apps API 详解
-
-### 初始化
+- Customizable compilation
+
+### Desktop Client
+**Repository:** https://github.com/telegramdesktop/tdesktop
+**Description:** Official desktop client (Windows, macOS, Linux)
+**Features:**
+- Qt/C++ implementation
+- Cross-platform support
+- Full functionality
+
+### Official Organization
+**Organization Page:** https://github.com/orgs/TelegramOfficial/repositories
+**Includes:**
+- Beta versions
+- Support tools
+- Example code
+
+## API Method Categories
+
+### Update Management
+- `getUpdates` - Long polling
+- `setWebhook` - Set a webhook
+- `deleteWebhook` - Delete a webhook
+- `getWebhookInfo` - Webhook information
+
+### Message Operations
+**Sending Messages:**
+- `sendMessage` - Text message
+- `sendPhoto` - Photo
+- `sendVideo` - Video
+- `sendDocument` - Document
+- `sendAudio` - Audio
+- `sendVoice` - Voice
+- `sendLocation` - Location
+- `sendVenue` - Venue
+- `sendContact` - Contact
+- `sendPoll` - Poll
+- `sendDice` - Dice/Darts
+
+**Editing Messages:**
+- `editMessageText` - Edit text
+- `editMessageCaption` - Edit caption
+- `editMessageMedia` - Edit media
+- `editMessageReplyMarkup` - Edit keyboard
+- `deleteMessage` - Delete a message
+
+**Other Operations:**
+- `forwardMessage` - Forward a message
+- `copyMessage` - Copy a message
+- `sendChatAction` - Send an action (typing...)
+
+### File Operations
+- `getFile` - Get file information
+- File download URL: `https://api.telegram.org/file/bot<token>/<file_path>`
+- File upload: Supports multipart/form-data
+- Max file size: 50 MB (standard), 2000 MB (local Bot API)
+
+### Inline Mode
+- `answerInlineQuery` - Respond to an inline query
+- Result types: article, photo, gif, video, audio, voice, document, location, venue, contact, game, sticker
+
+### Callback Queries
+- `answerCallbackQuery` - Respond to a button click
+- Can display a notification or an alert
+
+### Payments
+- `sendInvoice` - Send an invoice
+- `answerPreCheckoutQuery` - Pre-checkout
+- `answerShippingQuery` - Shipping query
+- Supported providers: Stripe, Yandex.Money, Telegram Stars
+
+### Games
+- `sendGame` - Send a game
+- `setGameScore` - Set a score
+- `getGameHighScores` - Get high scores
+
+### Group Management
+- `kickChatMember` / `unbanChatMember` - Ban/unban
+- `restrictChatMember` - Restrict permissions
+- `promoteChatMember` - Promote to admin
+- `setChatTitle` / `setChatDescription` - Set chat info
+- `setChatPhoto` - Set chat photo
+- `pinChatMessage` / `unpinChatMessage` - Pin/unpin a message
+
+## Mini Apps API Details
+
+### Initialization
 ```javascript
 const tg = window.Telegram.WebApp;
 tg.ready();
 tg.expand();
 ```
 
-### 主要对象
-- **WebApp** - 主接口
-- **MainButton** - 主按钮
-- **SecondaryButton** - 次要按钮
-- **BackButton** - 返回按钮
-- **SettingsButton** - 设置按钮
-- **HapticFeedback** - 触觉反馈
-- **CloudStorage** - 云存储
-- **BiometricManager** - 生物识别
-- **LocationManager** - 位置服务
-- **Accelerometer** - 加速度计
-- **Gyroscope** - 陀螺仪
-- **DeviceOrientation** - 设备方向
-
-### 事件系统
-40+ 事件包括：
-- `themeChanged` - 主题改变
-- `viewportChanged` - 视口改变
-- `mainButtonClicked` - 主按钮点击
-- `backButtonClicked` - 返回按钮点击
-- `settingsButtonClicked` - 设置按钮点击
-- `invoiceClosed` - 支付完成
-- `popupClosed` - 弹窗关闭
-- `qrTextReceived` - 扫码结果
-- `clipboardTextReceived` - 剪贴板文本
-- `writeAccessRequested` - 写入权限请求
-- `contactRequested` - 联系人请求
-
-### 主题参数
+### Main Objects
+- **WebApp** - Main interface
+- **MainButton** - Main button
+- **SecondaryButton** - Secondary button
+- **BackButton** - Back button
+- **SettingsButton** - Settings button
+- **HapticFeedback** - Haptic feedback
+- **CloudStorage** - Cloud storage
+- **BiometricManager** - Biometrics
+- **LocationManager** - Location services
+- **Accelerometer** - Accelerometer
+- **Gyroscope** - Gyroscope
+- **DeviceOrientation** - Device orientation
+
+### Event System
+40+ events including:
+- `themeChanged` - Theme changed
+- `viewportChanged` - Viewport changed
+- `mainButtonClicked` - Main button clicked
+- `backButtonClicked` - Back button clicked
+- `settingsButtonClicked` - Settings button clicked
+- `invoiceClosed` - Payment completed
+- `popupClosed` - Popup closed
+- `qrTextReceived` - QR code scan result
+- `clipboardTextReceived` - Clipboard text
+- `writeAccessRequested` - Write access requested
+- `contactRequested` - Contact requested
+
+### Theme Parameters
 ```javascript
 tg.themeParams = {
-    bg_color,           // 背景色
-    text_color,         // 文本色
-    hint_color,         // 提示色
-    link_color,         // 链接色
-    button_color,       // 按钮色
-    button_text_color,  // 按钮文本色
-    secondary_bg_color, // 次要背景色
-    header_bg_color,    // 头部背景色
-    accent_text_color,  // 强调文本色
-    section_bg_color,   // 区块背景色
-    section_header_text_color, // 区块头文本色
-    subtitle_text_color,       // 副标题色
-    destructive_text_color     // 危险操作色
+    bg_color,           // Background color
+    text_color,         // Text color
+    hint_color,         // Hint color
+    link_color,         // Link color
+    button_color,       // Button color
+    button_text_color,  // Button text color
+    secondary_bg_color, // Secondary background color
+    header_bg_color,    // Header background color
+    accent_text_color,  // Accent text color
+    section_bg_color,   // Section background color
+    section_header_text_color, // Section header text color
+    subtitle_text_color,       // Subtitle color
+    destructive_text_color     // Destructive action color
 }
 ```
 
-## 开发工具
+## Development Tools
 
-### @BotFather 命令
-创建和管理 Bot 的核心工具：
+### @BotFather Commands
+The core tool for creating and managing Bots:
 
-**Bot 管理：**
-- `/newbot` - 创建新 Bot
-- `/mybots` - 管理我的 Bots
-- `/deletebot` - 删除 Bot
-- `/token` - 重新生成 token
+**Bot Management:**
+- `/newbot` - Create a new Bot
+- `/mybots` - Manage my Bots
+- `/deletebot` - Delete a Bot
+- `/token` - Regenerate a token
 
-**设置命令：**
-- `/setname` - 设置名称
-- `/setdescription` - 设置描述
-- `/setabouttext` - 设置关于文本
-- `/setuserpic` - 设置头像
+**Settings Commands:**
+- `/setname` - Set name
+- `/setdescription` - Set description
+- `/setabouttext` - Set about text
+- `/setuserpic` - Set user picture
 
-**功能配置：**
-- `/setcommands` - 设置命令列表
-- `/setinline` - 启用内联模式
-- `/setinlinefeedback` - 内联反馈
-- `/setjoingroups` - 允许加入群组
-- `/setprivacy` - 隐私模式
+**Feature Configuration:**
+- `/setcommands` - Set command list
+- `/setinline` - Enable inline mode
+- `/setinlinefeedback` - Inline feedback
+- `/setjoingroups` - Allow joining groups
+- `/setprivacy` - Privacy mode
 
-**支付和游戏：**
-- `/setgamescores` - 游戏分数
-- `/setpayments` - 配置支付
+**Payments and Games:**
+- `/setgamescores` - Game scores
+- `/setpayments` - Configure payments
 
-**Mini Apps：**
-- `/newapp` - 创建 Mini App
-- `/myapps` - 管理 Mini Apps
-- `/setmenubutton` - 设置菜单按钮
+**Mini Apps:**
+- `/newapp` - Create a Mini App
+- `/myapps` - Manage Mini Apps
+- `/setmenubutton` - Set menu button
 
-### API ID 获取
-访问 https://my.telegram.org
-1. 登录账号
-2. 进入 API development tools
-3. 创建应用
-4. 获取 API ID 和 API Hash
+### Getting an API ID
+Visit https://my.telegram.org
+1. Log in to your account
+2. Go to API development tools
+3. Create an application
+4. Get your API ID and API Hash
 
-## 常用 Python 库
+## Common Python Libraries
 
 ### python-telegram-bot
 ```bash
 pip install python-telegram-bot
 ```
 
-**特点：**
-- 完整的 Bot API 包装
-- 异步和同步支持
-- 丰富的扩展
-- 活跃维护
+**Features:**
+- Complete Bot API wrapper
+- Asynchronous and synchronous support
+- Rich extensions
+- Actively maintained
 
-**基础示例：**
+**Basic Example:**
 ```python
 from telegram import Update
 from telegram.ext import Application, CommandHandler, ContextTypes
 
 async def start(update: Update, context: ContextTypes.DEFAULT_TYPE):
-    await update.message.reply_text('你好！')
+    await update.message.reply_text('Hello!')
 
 app = Application.builder().token("TOKEN").build()
 app.add_handler(CommandHandler("start", start))
@@ -267,25 +266,25 @@ app.run_polling()
 pip install aiogram
 ```
 
-**特点：**
-- 纯异步
-- 高性能
-- FSM 状态机
-- 中间件系统
+**Features:**
+- Purely asynchronous
+- High performance
+- FSM state machine
+- Middleware system
 
 ### Telethon / Pyrogram
-MTProto 客户端库：
+MTProto client libraries:
 ```bash
 pip install telethon
 pip install pyrogram
 ```
 
-**用途：**
-- 自定义客户端
-- 用户账号自动化
-- 完整 Telegram 功能
+**Uses:**
+- Custom clients
+- User account automation
+- Full Telegram functionality
 
-## 常用 Node.js 库
+## Common Node.js Libraries
 
 ### node-telegram-bot-api
 ```bash
@@ -297,25 +296,25 @@ npm install node-telegram-bot-api
 npm install telegraf
 ```
 
-**特点：**
-- 现代化
-- 中间件架构
-- TypeScript 支持
+**Features:**
+- Modern
+- Middleware architecture
+- TypeScript support
 
 ### grammY
 ```bash
 npm install grammy
 ```
 
-**特点：**
-- 轻量级
-- 类型安全
-- 插件生态
+**Features:**
+- Lightweight
+- Type-safe
+- Plugin ecosystem
 
-## 部署选项
+## Deployment Options
 
-### Webhook 托管
-**推荐平台：**
+### Webhook Hosting
+**Recommended Platforms:**
 - Heroku
 - AWS Lambda
 - Google Cloud Functions
@@ -324,142 +323,142 @@ npm install grammy
 - Railway
 - Render
 
-**要求：**
-- HTTPS 支持
-- 公网可访问
-- 支持的端口：443, 80, 88, 8443
+**Requirements:**
+- HTTPS support
+- Publicly accessible
+- Supported ports: 443, 80, 88, 8443
 
-### 长轮询托管
-**推荐平台：**
+### Long Polling Hosting
+**Recommended Platforms:**
 - VPS (Vultr, DigitalOcean, Linode)
 - Raspberry Pi
-- 本地服务器
+- Local server
 
-**优点：**
-- 无需 HTTPS
-- 简单配置
-- 适合开发测试
+**Advantages:**
+- No HTTPS required
+- Simple configuration
+- Suitable for development and testing
 
-## 安全最佳实践
+## Security Best Practices
 
-1. **Token 安全**
-   - 不要提交到 Git
-   - 使用环境变量
-   - 定期轮换
+1.  **Token Security**
+    -   Do not commit to Git
+    -   Use environment variables
+    -   Rotate tokens regularly
 
-2. **数据验证**
-   - 验证 initData
-   - 服务器端验证
-   - 不信任客户端
+2.  **Data Validation**
+    -   Validate initData
+    -   Server-side validation
+    -   Do not trust the client
 
-3. **权限控制**
-   - 检查用户权限
-   - 管理员验证
-   - 群组权限
+3.  **Permission Control**
+    -   Check user permissions
+    -   Admin verification
+    -   Group permissions
 
-4. **速率限制**
-   - 实现请求限制
-   - 防止滥用
-   - 监控异常
+4.  **Rate Limiting**
+    -   Implement request limits
+    -   Prevent abuse
+    -   Monitor for anomalies
 
-## 调试技巧
+## Debugging Tips
 
-### Bot 调试
+### Bot Debugging
 ```python
 import logging
 logging.basicConfig(level=logging.DEBUG)
 ```
 
-### Mini App 调试
+### Mini App Debugging
 ```javascript
-// 开启调试模式
+// Enable debug mode
 tg.showAlert(JSON.stringify(tg.initDataUnsafe, null, 2));
 
-// 控制台日志
+// Console logs
 console.log('WebApp version:', tg.version);
 console.log('Platform:', tg.platform);
 console.log('Theme:', tg.colorScheme);
 ```
 
-### Webhook 测试
-使用 ngrok 本地测试：
+### Webhook Testing
+Use ngrok for local testing:
 ```bash
 ngrok http 5000
-# 将生成的 https URL 设置为 webhook
+# Set the generated https URL as the webhook
 ```
 
-## 社区资源
+## Community Resources
 
-- **Telegram 开发者群组**: @BotDevelopers
-- **Telegram API 讨论**: @TelegramBots
-- **Mini Apps 讨论**: @WebAppChat
+- **Telegram Developer Group**: @BotDevelopers
+- **Telegram API Discussion**: @TelegramBots
+- **Mini Apps Discussion**: @WebAppChat
 
-## 更新日志
+## Changelog
 
-**最新功能：**
-- Paid Media (付费媒体)
-- Checklist Tasks (检查列表任务)
-- Gift Conversion (礼物转换)
-- Business Features (商业功能)
-- Poll 选项增加到 12 个
-- Story 发布和编辑
+**Latest Features:**
+- Paid Media
+- Checklist Tasks
+- Gift Conversion
+- Business Features
+- Poll options increased to 12
+- Story publishing and editing
 
 ---
 
-## 完整实现模板 (新增)
+## Complete Implementation Templates (New)
 
-### Telegram Bot 按钮和键盘实现指南
-**文件:** `Telegram_Bot_按钮和键盘实现模板.md`
-**行数:** 404 行
-**大小:** 12 KB
-**语言:** 中文
+### Telegram Bot Button and Keyboard Implementation Guide
+**File:** `Telegram_Bot_button_and_keyboard_implementation_template.md`
+**Lines:** 404
+**Size:** 12 KB
+**Language:** Chinese
 
-精简实用的 Telegram Bot 交互式功能实现指南：
+A concise and practical guide to implementing interactive features for Telegram Bots:
 
-**核心内容：**
-- 三种按钮类型详解（Inline/Reply/Command Menu）
-- python-telegram-bot 和 Telethon 双实现对比
-- 完整的代码示例（即拿即用）
-- 项目结构和模块化设计
-- Handler 优先级和事件处理
-- 生产环境部署方案
-- 安全和错误处理最佳实践
+**Core Content:**
+- Detailed explanation of three button types (Inline/Reply/Command Menu)
+- Comparison of implementations with python-telegram-bot and Telethon
+- Complete code examples (ready to use)
+- Project structure and modular design
+- Handler priority and event handling
+- Production deployment solutions
+- Security and error handling best practices
 
-**特色：**
-- 核心代码精简，去除冗余示例
-- 聚焦常用场景和实用技巧
-- 完整的快速参考表
+**Features:**
+- Concise core code, removing redundant examples
+- Focus on common scenarios and practical tips
+- A complete quick reference table
 
 ---
 
-### 动态视图对齐 - 数据展示指南
-**文件:** `动态视图对齐实现文档.md`
-**行数:** 407 行
-**大小:** 12 KB
-**语言:** 中文
-
-专业的等宽字体数据对齐和格式化方案：
-
-**核心功能：**
-- 智能动态视图对齐算法（三步法）
-- 自动计算列宽，无需硬编码
-- 智能对齐规则（文本左，数字右）
-- 完整的格式化系统：
-  - 交易量智能缩写（B/M/K）
-  - 价格智能精度（自适应小数位）
-  - 涨跌幅格式化（+/- 符号）
-  - 资金流向智能显示
-
-**应用场景：**
-- 排行榜、数据表格、实时行情
-- 任何需要专业数据展示的 Telegram Bot
-
-**技术特点：**
-- O(n×m) 线性复杂度，高效实用
-- 1000 行数据处理仅需 5-10ms
-- 支持中文字符宽度扩展
-
-**视觉效果示例：**
+### Dynamic View Alignment - Data Display Guide
+**File:** `dynamic-view-alignment-implementation-document.md`
+**Lines:** 407
+**Size:** 12 KB
+- **Language:** Chinese
+
+A professional solution for monospaced font data alignment and formatting:
+
+**Core Features:**
+- Intelligent dynamic view alignment algorithm (three-step method)
+- Automatic column width calculation, no hardcoding required
+- Smart alignment rules (text left, numbers right)
+- Complete formatting system:
+  - Smart abbreviation for trading volume (B/M/K)
+  - Smart precision for price (adaptive decimal places)
+  - Formatting for price change percentage (+/- signs)
+  - Smart display for fund flow
+
+**Use Cases:**
+- Leaderboards, data tables, real-time tickers
+- Any Telegram Bot that needs professional data display
+
+**Technical Features:**
+- O(n×m) linear complexity, highly efficient
+- Processes 1000 rows of data in just 5-10ms
+- Supports Chinese character width expansion
+
+**Visual Effect Example:**
 ```
 1.   BTC      $1.23B    $45,000   +5.23%
 2.   ETH    $890.5M     $2,500   +3.12%
@@ -468,4 +467,4 @@ ngrok http 5000
 
 ---
 
-**这些模板提供了从基础到生产级别的完整 Telegram Bot 开发解决方案！**
+**These templates provide a complete solution for Telegram Bot development, from basic to production level!**

i18n/en/skills/telegram-dev/references/telegram-bot-button-and-keyboard-implementation-template.md

@@ -0,0 +1,404 @@
+# Telegram Bot Button and Keyboard Implementation Guide
+
+> A complete reference for developing interactive features for Telegram Bots
+
+---
+
+## 📋 Table of Contents
+
+1. [Button and Keyboard Types](#button-and-keyboard-types)
+2. [Implementation Comparison](#implementation-comparison)
+3. [Core Code Examples](#core-code-examples)
+4. [Best Practices](#best-practices)
+
+---
+
+## Button and Keyboard Types
+
+### 1. Inline Keyboard
+
+**Features**:
+- Displayed below a message
+- Triggers a callback when clicked, without sending a message
+- Supports callback data, URLs, switch queries, etc.
+
+**Use Cases**: Confirmation/cancellation, menu navigation, pagination control, setting options
+
+### 2. Reply Keyboard
+
+**Features**:
+- Displayed above the input field
+- Sends a text message when a button is clicked
+- Can be set as persistent or one-time
+
+**Use Cases**: Quick commands, common actions, form input, main menu
+
+### 3. Bot Command Menu
+
+**Features**:
+- Displayed in the "/" button to the left of the input field
+- Set via BotFather or the API
+- Provides a list of commands and their descriptions
+
+**Use Cases**: Function index, new user guidance, quick command access
+
+### 4. Type Comparison
+
+| Feature | Inline | Reply | Command Menu |
+|---|---|---|---|
+| Position | Below message | Above input field | "/" menu |
+| Trigger | Callback query | Text message | Command |
+| Persistence | With message | Configurable | Always present |
+| Scenario | Temporary interaction | Resident function | Command index |
+
+---
+
+## Implementation Comparison
+
+### python-telegram-bot (Recommended for Bot development)
+
+**Advantages**:
+- Officially recommended, with a complete Handler system
+- Rich support for buttons and keyboards
+- Excellent performance with the asynchronous version
+
+**Installation**:
+```bash
+pip install python-telegram-bot==20.7
+```
+
+### Telethon (Suitable for user account automation)
+
+**Advantages**:
+- Full access to the MTProto API
+- Can be used with user accounts and Bots
+- Powerful message listening capabilities
+
+**Installation**:
+```bash
+pip install telethon cryptg
+```
+
+---
+
+## Core Code Examples
+
+### 1. Inline Keyboard Implementation
+
+**python-telegram-bot:**
+```python
+from telegram import Update, InlineKeyboardButton, InlineKeyboardMarkup
+from telegram.ext import Application, CommandHandler, CallbackQueryHandler, ContextTypes
+
+async def start(update: Update, context: ContextTypes.DEFAULT_TYPE):
+    """Display an inline keyboard"""
+    keyboard = [
+        [
+            InlineKeyboardButton("📊 View Data", callback_data="view_data"),
+            InlineKeyboardButton("⚙️ Settings", callback_data="settings"),
+        ],
+        [
+            InlineKeyboardButton("🔗 Visit Website", url="https://example.com"),
+        ],
+    ]
+    reply_markup = InlineKeyboardMarkup(keyboard)
+    await update.message.reply_text("Please choose:", reply_markup=reply_markup)
+
+async def button_callback(update: Update, context: ContextTypes.DEFAULT_TYPE):
+    """Handle button clicks"""
+    query = update.callback_query
+    await query.answer()  # Must be called
+
+    if query.data == "view_data":
+        await query.edit_message_text("Displaying data...")
+    elif query.data == "settings":
+        await query.edit_message_text("Settings options...")
+
+# Register handlers
+app = Application.builder().token("TOKEN").build()
+app.add_handler(CommandHandler("start", start))
+app.add_handler(CallbackQueryHandler(button_callback))
+app.run_polling()
+```
+
+**Telethon:**
+```python
+from telethon import TelegramClient, events, Button
+
+client = TelegramClient('bot', api_id, api_hash).start(bot_token=BOT_TOKEN)
+
+@client.on(events.NewMessage(pattern='/start'))
+async def start(event):
+    buttons = [
+        [Button.inline("📊 View Data", b"view_data"), Button.inline("⚙️ Settings", b"settings")],
+        [Button.url("🔗 Visit Website", "https://example.com")]
+    ]
+    await event.respond("Please choose:", buttons=buttons)
+
+@client.on(events.CallbackQuery)
+async def callback(event):
+    if event.data == b"view_data":
+        await event.edit("Displaying data...")
+    elif event.data == b"settings":
+        await event.edit("Settings options...")
+
+client.run_until_disconnected()
+```
+
+### 2. Reply Keyboard Implementation
+
+**python-telegram-bot:**
+```python
+from telegram import KeyboardButton, ReplyKeyboardMarkup, ReplyKeyboardRemove
+
+async def menu(update: Update, context: ContextTypes.DEFAULT_TYPE):
+    """Display a reply keyboard"""
+    keyboard = [
+        [KeyboardButton("📊 View Data"), KeyboardButton("⚙️ Settings")],
+        [KeyboardButton("📚 Help"), KeyboardButton("❌ Hide Keyboard")],
+    ]
+    reply_markup = ReplyKeyboardMarkup(
+        keyboard,
+        resize_keyboard=True,
+        one_time_keyboard=False
+    )
+    await update.message.reply_text("Menu activated", reply_markup=reply_markup)
+
+async def handle_text(update: Update, context: ContextTypes.DEFAULT_TYPE):
+    """Handle text messages"""
+    text = update.message.text
+    if text == "📊 View Data":
+        await update.message.reply_text("Displaying data...")
+    elif text == "❌ Hide Keyboard":
+        await update.message.reply_text("Keyboard hidden", reply_markup=ReplyKeyboardRemove())
+```
+
+**Telethon:**
+```python
+@client.on(events.NewMessage(pattern='/menu'))
+async def menu(event):
+    buttons = [
+        [Button.text("📊 View Data"), Button.text("⚙️ Settings")],
+        [Button.text("📚 Help"), Button.text("❌ Hide Keyboard")]
+    ]
+    await event.respond("Menu activated", buttons=buttons)
+
+@client.on(events.NewMessage)
+async def handle_text(event):
+    if event.text == "📊 View Data":
+        await event.respond("Displaying data...")
+```
+
+### 3. Bot Command Menu Setup
+
+**Via BotFather:**
+```
+1. Send /setcommands to @BotFather
+2. Choose your Bot
+3. Enter the list of commands (format per line: command - description)
+
+start - Start the bot
+help - Get help
+menu - Display the main menu
+settings - Configure settings
+```
+
+**Via API (python-telegram-bot):**
+```python
+from telegram import BotCommand
+
+async def set_commands(app: Application):
+    """Set the command menu"""
+    commands = [
+        BotCommand("start", "Start the bot"),
+        BotCommand("help", "Get help"),
+        BotCommand("menu", "Display the main menu"),
+        BotCommand("settings", "Configure settings"),
+    ]
+    await app.bot.set_my_commands(commands)
+
+# Call on startup
+app.post_init = set_commands
+```
+
+### 4. Project Structure Example
+
+```
+telegram_bot/
+├── bot.py                    # Main program
+├── config.py                 # Configuration management
+├── requirements.txt
+├── .env
+├── handlers/
+│   ├── command_handlers.py   # Command handlers
+│   ├── callback_handlers.py  # Callback handlers
+│   └── message_handlers.py   # Message handlers
+├── keyboards/
+│   ├── inline_keyboards.py   # Inline keyboard layouts
+│   └── reply_keyboards.py    # Reply keyboard layouts
+└── utils/
+    ├── logger.py             # Logger
+    └── database.py           # Database
+```
+
+**Modular Example (keyboards/inline_keyboards.py):**
+```python
+from telegram import InlineKeyboardButton, InlineKeyboardMarkup
+
+def get_main_menu():
+    """Main menu keyboard"""
+    return InlineKeyboardMarkup([
+        [
+            InlineKeyboardButton("📊 Data", callback_data="data"),
+            InlineKeyboardButton("⚙️ Settings", callback_data="settings"),
+        ],
+        [InlineKeyboardButton("📚 Help", callback_data="help")],
+    ])
+
+def get_data_menu():
+    """Data menu keyboard"""
+    return InlineKeyboardMarkup([
+        [
+            InlineKeyboardButton("📈 Real-time", callback_data="data_realtime"),
+            InlineKeyboardButton("📊 History", callback_data="data_history"),
+        ],
+        [InlineKeyboardButton("⬅️ Back", callback_data="back")],
+    ])
+```
+
+---
+
+## Best Practices
+
+### 1. Handler Priority
+
+```python
+# Match in order of registration, from most specific to most general
+app.add_handler(CommandHandler("start", start))           # 1. Specific command
+app.add_handler(CallbackQueryHandler(callback))           # 2. Callback query
+app.add_handler(ConversationHandler(...))                 # 3. Conversation flow
+app.add_handler(MessageHandler(filters.TEXT, text_msg))   # 4. General message (last)
+```
+
+### 2. Error Handling
+
+```python
+async def error_handler(update: Update, context: ContextTypes.DEFAULT_TYPE):
+    """Global error handler"""
+    logger.error(f"Update {update} caused error", exc_info=context.error)
+
+    # Notify the user
+    if update and update.effective_message:
+        await update.effective_message.reply_text("Operation failed, please try again")
+
+app.add_error_handler(error_handler)
+```
+
+### 3. Callback Data Management
+
+```python
+# Use structured callback_data
+callback_data = "action:page:item"  # e.g., "view:1:product_123"
+
+# Parse callback data
+async def callback(update: Update, context: ContextTypes.DEFAULT_TYPE):
+    query = update.callback_query
+    parts = query.data.split(":")
+    action, page, item = parts
+
+    if action == "view":
+        await show_item(query, page, item)
+```
+
+### 4. Keyboard Design Principles
+
+- **Concise**: 2-3 buttons per row at most
+- **Clear**: Use emojis to enhance recognition
+- **Consistent**: Maintain a uniform layout style
+- **Responsive**: Provide timely feedback to user actions
+
+### 5. Security Considerations
+
+```python
+# Verify user permissions
+ADMIN_IDS = [123456789]
+
+async def admin_only(update: Update, context: ContextTypes.DEFAULT_TYPE):
+    user_id = update.effective_user.id
+    if user_id not in ADMIN_IDS:
+        await update.message.reply_text("Permission denied")
+        return
+
+    # Execute admin operations
+```
+
+### 6. Deployment Solutions
+
+**Webhook (Recommended for production):**
+```python
+from flask import Flask, request
+
+app_flask = Flask(__name__)
+
+@app_flask.route('/webhook', methods=['POST'])
+def webhook():
+    update = Update.de_json(request.get_json(), bot)
+    application.update_queue.put(update)
+    return "OK"
+
+# Set webhook
+bot.set_webhook(f"https://yourdomain.com/webhook")
+```
+
+**Systemd Service (Linux):**
+```ini
+[Unit]
+Description=Telegram Bot
+After=network.target
+
+[Service]
+Type=simple
+User=your_user
+WorkingDirectory=/path/to/bot
+ExecStart=/path/to/venv/bin/python bot.py
+Restart=always
+
+[Install]
+WantedBy=multi-user.target
+```
+
+### 7. Common Library Versions
+
+```txt
+# requirements.txt
+python-telegram-bot==20.7
+python-dotenv==1.0.0
+aiosqlite==0.19.0
+httpx==0.25.2
+```
+
+---
+
+## Quick Reference
+
+### Inline Keyboard Button Types
+
+```python
+InlineKeyboardButton("Text", callback_data="data")     # Callback button
+InlineKeyboardButton("Link", url="https://...")        # URL button
+InlineKeyboardButton("Switch", switch_inline_query="")   # Inline query
+InlineKeyboardButton("Login", login_url=...)            # Login button
+InlineKeyboardButton("Pay", pay=True)                 # Payment button
+InlineKeyboardButton("App", web_app=WebAppInfo(...))  # Mini App
+```
+
+### Common Event Types
+
+- `events.NewMessage` - New message
+- `events.CallbackQuery` - Callback query
+- `events.InlineQuery` - Inline query
+- `events.ChatAction` - Group action
+
+---
+
+**This guide covers all the core implementations of Telegram Bot buttons and keyboards!**

i18n/zh/documents/README.md

@@ -14,6 +14,9 @@ i18n/zh/documents/
 │   ├── 02-开发环境搭建.md
 │   └── 03-IDE配置.md
 │
+├── 胶水编程/                    # 🧬 Glue Coding 革命性范式
+│   └── README.md
+│
 ├── 方法论与原则/
 │   ├── A Formalization of Recursive Self-Optimizing Generative Systems.md
 │   ├── gluecoding.md
@@ -21,24 +24,34 @@ i18n/zh/documents/
 │   ├── 学习经验.md
 │   ├── 开发经验.md
 │   ├── 编程之道.md
-│   ├── 胶水编程.md
 │   └── 系统提示词构建原则.md
 │
 ├── 教程与指南/
 │   ├── auggie-mcp配置文档.md
 │   ├── LazyVim快捷键大全.md
 │   ├── tmux快捷键大全.md
-│   ├── 关于手机ssh任意位置链接本地计算机，基于frp实现的方法.md
-│   └── telegram-dev/
+│   └── 关于手机ssh任意位置链接本地计算机，基于frp实现的方法.md
 │
 ├── 模板与资源/
 │   ├── 代码组织.md
 │   ├── 工具集.md
 │   ├── 编程书籍推荐.md
-│   └── 通用项目架构模板.md
+│   ├── 通用项目架构模板.md
+│   └── memory-bank-template/
+│
+├── 外部资源聚合/                # 🔗 外部链接汇总
+│   ├── AI工具与平台/
+│   ├── GitHub精选仓库/
+│   ├── 提示词资源/
+│   ├── 开发工具/
+│   ├── 教程与课程/
+│   └── 社区与论坛/
 │
-└── 项目实战经验/
-    └── telegram-dev/
+└── 项目实战经验/                # 📁 实战案例
+    ├── fate-engine-dev/
+    ├── polymarket-dev/
+    ├── telegram-dev/
+    └── ...
 ```
 
 ## 文档分类
@@ -52,43 +65,57 @@ i18n/zh/documents/
 *   [02-开发环境搭建](./从零开始vibecoding/02-开发环境搭建.md) - 搭建开发环境（提示词版）
 *   [03-IDE配置](./从零开始vibecoding/03-IDE配置.md) - 配置 VS Code / Cursor / Windsurf
 
+### 🧬 胶水编程 (Glue Coding)
+
+**软件工程的圣杯与银弹。** 彻底解决 Vibe Coding 的幻觉、复杂性和门槛问题。
+
+*   [胶水编程介绍](./胶水编程/README.md) - 革命性编程范式
+
 ### 方法论与原则
 
 关于编程思想、开发哲学和项目核心原则的文档。
 
-*   `A Formalization of Recursive Self-Optimizing Generative Systems.md`
-*   `gluecoding.md`
-*   `vibe-coding-经验收集.md`
-*   `学习经验.md`
-*   `开发经验.md`
-*   `编程之道.md`
-*   `胶水编程.md`
-*   `系统提示词构建原则.md`
+*   `A Formalization of Recursive Self-Optimizing Generative Systems.md` - 递归自优化系统形式化
+*   `gluecoding.md` - 胶水编程理论
+*   `vibe-coding-经验收集.md` - 经验汇总
+*   `学习经验.md` - 学习心得
+*   `开发经验.md` - 开发实践
+*   `编程之道.md` - 编程哲学
+*   `系统提示词构建原则.md` - 提示词工程
 
 ### 教程与指南
 
 具体工具的配置、使用指南和操作教程。
 
-*   `auggie-mcp配置文档.md`
-*   `LazyVim快捷键大全.md`
-*   `tmux快捷键大全.md`
-*   `关于手机ssh任意位置链接本地计算机，基于frp实现的方法.md`
-*   `telegram-dev/`
+*   `auggie-mcp配置文档.md` - Augment MCP 配置
+*   `LazyVim快捷键大全.md` - LazyVim 快捷键
+*   `tmux快捷键大全.md` - tmux 快捷键
+*   `关于手机ssh任意位置链接本地计算机，基于frp实现的方法.md` - 远程开发
 
 ### 模板与资源
 
 可复用的项目模板、代码结构规范和资源列表。
 
-*   `代码组织.md`
-*   `工具集.md`
-*   `编程书籍推荐.md`
-*   `通用项目架构模板.md`
+*   `代码组织.md` - 代码组织规范
+*   `工具集.md` - 工具推荐
+*   `编程书籍推荐.md` - 书籍推荐
+*   `通用项目架构模板.md` - 项目模板
+*   `memory-bank-template/` - Memory Bank 模板
+
+### 🔗 外部资源聚合
+
+外部优质资源汇总，持续更新。
+
+*   [外部资源聚合](./外部资源聚合/README.md) - 总索引
 
-### 项目实战经验
+### 📁 项目实战经验
 
 实际项目开发中的经验总结和案例。
 
-*   `telegram-dev/` - Telegram Bot 开发经验
+*   [项目实战经验](./项目实战经验/README.md) - 总索引
+*   `fate-engine-dev/` - 命理引擎开发
+*   `polymarket-dev/` - Polymarket 数据分析
+*   `telegram-dev/` - Telegram Bot 开发
 
 ## 相关资源
 

i18n/zh/documents/胶水编程/README.md

@@ -0,0 +1,172 @@
+# 🧬 胶水编程 (Glue Coding)
+
+> **软件工程的圣杯与银弹——终于出现了。**
+
+---
+
+## 🚀 颠覆性宣言
+
+**胶水编程不是一种技术，而是一场革命。**
+
+它可能完美解决了 Vibe Coding 的三大致命缺陷：
+
+| 传统 Vibe Coding 的痛点 | 胶水编程的解法 |
+|:---|:---|
+| 🎭 **AI 幻觉** - 生成不存在的 API、错误的逻辑 | ✅ **零幻觉** - 只使用已验证的成熟代码 |
+| 🧩 **复杂性爆炸** - 项目越大越失控 | ✅ **复杂性归零** - 每个模块都是久经考验的轮子 |
+| 🎓 **门槛过高** - 需要深厚编程功底才能驾驭 AI | ✅ **门槛消失** - 你只需要描述"连接方式" |
+
+---
+
+## 💡 核心理念
+
+```
+传统编程：人写代码
+Vibe Coding：AI 写代码，人审代码
+胶水编程：AI 连接代码，人审连接
+```
+
+### 范式转移
+
+**从「生成」到「连接」的根本性转变：**
+
+- ❌ 不再让 AI 从零生成代码（幻觉的根源）
+- ❌ 不再重复造轮子（复杂性的根源）
+- ❌ 不再要求你理解每一行代码（门槛的根源）
+
+- ✅ 只复用成熟的、经过生产验证的开源项目
+- ✅ AI 的唯一职责：理解你的意图，将模块连接起来
+- ✅ 你的唯一职责：描述清楚「输入是什么，输出要什么」
+
+---
+
+## 🏗️ 架构哲学
+
+```
+┌─────────────────────────────────────────────────────────┐
+│                    你的业务需求                          │
+└─────────────────────────────────────────────────────────┘
+                           │
+                           ▼
+┌─────────────────────────────────────────────────────────┐
+│                   AI 胶水层 (Glue Layer)                 │
+│                                                         │
+│   "我理解你要做什么，让我把这些积木连起来"                  │
+│                                                         │
+└─────────────────────────────────────────────────────────┘
+                           │
+          ┌────────────────┼────────────────┐
+          ▼                ▼                ▼
+   ┌─────────────┐  ┌─────────────┐  ┌─────────────┐
+   │  成熟模块 A  │  │  成熟模块 B  │  │  成熟模块 C  │
+   │  (10万+ ⭐)  │  │  (生产验证)  │  │  (官方 SDK)  │
+   └─────────────┘  └─────────────┘  └─────────────┘
+```
+
+**实体 (Entity)**：成熟的开源项目、官方 SDK、久经考验的库
+**连接 (Link)**：AI 生成的胶水代码，负责数据流转和接口适配
+**功能 (Function)**：你描述的业务目标
+
+---
+
+## 🎯 为什么这是银弹？
+
+### 1. 幻觉问题 → 彻底消失
+
+AI 不再需要"发明"任何东西。它只需要：
+- 阅读模块 A 的文档
+- 阅读模块 B 的文档
+- 写出 A → B 的数据转换
+
+**这是 AI 最擅长的事情，也是最不容易出错的事情。**
+
+### 2. 复杂性问题 → 转嫁给社区
+
+每个模块背后都有：
+- 数千个 Issue 的讨论
+- 数百个贡献者的智慧
+- 数年的生产环境打磨
+
+**你不是在管理复杂性，你是在站在巨人的肩膀上。**
+
+### 3. 门槛问题 → 降到最低
+
+你不需要懂：
+- 底层实现原理
+- 最佳实践细节
+- 边界情况处理
+
+你只需要会说人话：
+> "我要把 Telegram 的消息，经过 GPT 处理，存到 PostgreSQL"
+
+**AI 会帮你找到最合适的轮子，然后把它们粘起来。**
+
+---
+
+## 📋 实践流程
+
+```
+1. 明确目标
+   └─→ "我要实现 XXX 功能"
+
+2. 寻找轮子
+   └─→ "有没有成熟的库/项目已经做过类似的事？"
+   └─→ 让 AI 帮你搜索、评估、推荐
+
+3. 理解接口
+   └─→ 把官方文档喂给 AI
+   └─→ AI 总结：输入是什么，输出是什么
+
+4. 描述连接
+   └─→ "A 的输出要变成 B 的输入"
+   └─→ AI 生成胶水代码
+
+5. 验证运行
+   └─→ 跑通 → 完成
+   └─→ 报错 → 把错误扔给 AI，继续粘
+```
+
+---
+
+## 🔥 经典案例
+
+### 案例：Polymarket 数据分析 Bot
+
+**需求**：实时获取 Polymarket 数据，分析后推送到 Telegram
+
+**传统做法**：从零写爬虫、写分析逻辑、写 Bot → 3000 行代码，2 周时间
+
+**胶水做法**：
+```
+轮子 1: polymarket-py (官方 SDK)
+轮子 2: pandas (数据分析)
+轮子 3: python-telegram-bot (消息推送)
+
+胶水代码: 50 行
+开发时间: 2 小时
+```
+
+---
+
+## 📚 延伸阅读
+
+- [胶水开发提示词](../../prompts/coding_prompts/胶水开发.md)
+- [项目实战：polymarket-dev](../项目实战经验/polymarket-dev/)
+
+---
+
+## 🎖️ 总结
+
+> **能抄不写，能连不造，能复用不原创。**
+
+胶水编程是 Vibe Coding 的终极进化形态。
+
+它不是偷懒，而是**工程智慧的最高体现**——
+
+用最少的原创代码，撬动最大的生产力。
+
+**这就是软件工程等待了 50 年的银弹。**
+
+---
+
+*"The best code is no code at all. The second best is glue code."*