diff --git a/README.md b/README.md
index 51a982f..4ef334c 100644
--- a/README.md
+++ b/README.md
@@ -1,16 +1,9 @@
 # GithubCN
 
-> 由于个人精力不足，不再为此项目添加词条内容，如有余力，可 fork 本项目进行词条补充
+> 维护中，已新增1837 条翻译 ，覆盖了 GitHub 上可能出现的绝大多数编程相关英文词汇！
 
 Github 浏览器中文汉化插件
 
-## 安装 && 使用
-
-支持的浏览器|使用方式
----|---
-Edge|[Edge 应用商店](<https://microsoftedge.microsoft.com/addons/detail/githubcn/onlodfoebaobhmlhgcbddjngjbkdbfaj>)
-Google Chrome|下载源代码拖放至扩展页
-
 ## 如何补充翻译词条？
 
 所有的翻译内容都在在`src/js/content.js`中
@@ -20,3 +13,1056 @@ const allData = [
   [`English`, `英文`],
 ]
 ```
+## 更新
+- parse_vocab.py - A-I 部分词汇解析脚本
+- parse_vocab2.py - J-Z + 专业名词部分词汇解析脚本
+- translate_tool.py - 完整的自动化翻译工具（含 API 翻译
+
+### 已更新单词
+
+### A
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| a block of pointers | 一块指针 | 一组指针 | |
+| abbreviation | 缩略语 |  | |
+| abstract | 抽象的 |  | |
+| abstract syntax tree, AST | 抽象语法树 |  | |
+| abstraction | 抽象 |  | |
+| abstraction barrier | 抽象屏障 | 抽象阻碍 | |
+| abstraction of function calls | 函数调用抽象 |  | |
+| access | 访问 | 存取 | |
+| access function | 访问函数 | 存取函数 | |
+| accumulator | 累加器 |  | |
+| activate | 激活 |  | |
+| ad hoc | 专设 |  | |
+| adapter | 适配器 |  | |
+| address | 地址 |  | |
+| algebraic data type | 代数数据类型 |  | |
+| algorithm | 算法 |  | |
+| alias | 别名 |  | |
+| allocate | 分配 | 配置 | |
+| alternative | 备选 |  | |
+| amortized analysis | 平摊分析 |  | |
+| anaphoric | 指代 |  | |
+| annotation | 注解 |  | |
+| anonymous function | 匿名函数 |  | |
+| antecedent | 前提 | 前件 | 先决条件 |
+| append | 追加 | 拼接 | |
+| application | 应用 | 应用程序 | |
+| application framework | 应用框架 |  | |
+| application program interface, API | 应用程序编程接口 |  | |
+| application service provider, ASP | 应用程序服务提供商 |  | |
+| applicative | 应用序 |  | |
+| argument | 参数 | 自变量 | 实际参数/实参 |
+| arithmetic | 算术 |  | |
+| array | 数组 |  | |
+| artificial intelligence, AI | 人工智能 |  | |
+| assemble | 组合 |  | |
+| assembly | 汇编 |  | |
+| assignment | 赋值 |  | |
+| assignment operator | 赋值操作符 |  | |
+| associated | 关联的 |  | |
+| association list, alist | 关联列表 |  | |
+| atom | 原子 |  | |
+| atomic | 原子的 |  | |
+| atomic value | 原子型值 |  | |
+| attribute | 属性 | 特性 | |
+| augmented | 扩充 |  | |
+| automatic memory management | 自动内存管理 |  | |
+| automatically infer | 自动推导 |  | |
+| autometa theory | 自动机理论 |  | |
+| auxiliary | 辅助 |  | |
+
+### B
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| backquote | 反引用 |  | |
+| backtrace | 回溯 |  | |
+| backward compatible | 向下兼容 |  | |
+| bandwidth | 带宽 |  | |
+| base case | 基本情形 |  | |
+| base class | 基类 |  | |
+| Bayes' theorem | 贝叶斯定理 |  | |
+| best viable function | 最佳可行函式 | 最佳可行函数 | |
+| Bezier curve | 贝塞尔曲线 |  | |
+| bignum | 大数 |  | |
+| binary operator | 二元操作符 |  | |
+| binary search | 二分查找 | 二分搜索 | 二叉搜索 |
+| binary search tree | 二叉搜索树 |  | |
+| binary tree | 二叉树 |  | |
+| binding | 绑定 |  | |
+| binding vector | 绑定向量 |  | |
+| bit | 位 | 比特 | |
+| bit manipulation | 位操作 |  | |
+| black box abstraction | 黑箱抽象 |  | |
+| block | 块 | 区块 | |
+| block structure | 块结构 | 区块结构 | |
+| block name | 代码块名字 |  | |
+| Blub paradox | Blub 困境 |  | |
+| body | 体 | 主体 | |
+| boilerplate | 公式化 | 样板 | |
+| bookkeeping | 簿记 |  | |
+| boolean | 布尔 |  | |
+| border | 边框 |  | |
+| bottom-up design | 自底向上的设计 |  | |
+| bottom-up programming | 自底向上编程 |  | |
+| bound | 边界 |  | |
+| bounds checking | 边界检查 |  | |
+| box notation | 箱子表示法 |  | |
+| brace | 花括弧 | 花括号 | |
+| bracket | 方括弧 | 方括号 | |
+| branch | 分支 | 跳转 | |
+| breadth-first | 广度优先 |  | |
+| breadth-first search, BFS | 广度优先搜索 |  | |
+| breakpoint | 断点 |  | |
+| brevity | 简洁 |  | |
+| buffer | 缓冲区 |  | |
+| buffer overflow attack | 缓冲区溢出攻击 |  | |
+| bug | 臭虫 |  | |
+| building | 创建 |  | |
+| built-in | 内置 |  | |
+| byte | 字节 |  | |
+| bytecode | 字节码 |  | |
+
+### C
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| cache | 缓存 |  | |
+| call | 调用 |  | |
+| callback | 回调 |  | |
+| CamelCase | 驼峰式大小写 |  | |
+| candidate function | 候选函数 |  | |
+| capture | 捕捉 |  | |
+| case | 分支 |  | |
+| character | 字符 |  | |
+| checksum | 校验和 |  | |
+| child class | 子类 |  | |
+| choke point | 滞塞点 |  | |
+| chunk | 块 |  | |
+| circular definition | 循环定义 |  | |
+| clarity | 清晰 |  | |
+| class | 类 | 类别 | |
+| class declaration | 类声明 |  | |
+| class library | 类库 |  | |
+| client | 客户 | 客户端 | |
+| clipboard | 剪贴板 |  | |
+| clone | 克隆 |  | |
+| closed world assumption | 封闭世界假定 |  | |
+| closure | 闭包 |  | |
+| clutter | 杂乱 |  | |
+| code | 代码 |  | |
+| code bloat | 代码膨胀 |  | |
+| collection | 收集器 | 复合类型 | |
+| column | 行 | 栏 | |
+| column-major order | 行主序 |  | |
+| comma | 逗号 |  | |
+| command-line | 命令行 |  | |
+| command-line interface, CLI | 命令行界面 |  | |
+| Common Lisp Object System, CLOS | Common Lisp 对象系统 |  | |
+| Common Gateway Interface, CGI | 通用网关接口 |  | |
+| compatible | 兼容 |  | |
+| compilation | 编译 |  | |
+| compilation parameter | 编译参数 |  | |
+| compile | 编译 |  | |
+| compile inline | 内联编译 |  | |
+| compile time | 编译期 |  | |
+| compiled form | 编译后的形式 |  | |
+| compiler | 编译器 |  | |
+| complex | 复杂 |  | |
+| complexity | 复杂度 |  | |
+| compliment | 补集 |  | |
+| component | 组件 |  | |
+| composability | 可组合性 |  | |
+| composition | 组合 | 组合函数 | |
+| compound value | 复合数据 | 复合值 | |
+| compression | 压缩 |  | |
+| computation | 计算 |  | |
+| computer | 计算机 |  | |
+| concatenation | 串接 |  | |
+| concept | 概念 |  | |
+| concrete | 具体 |  | |
+| concurrency | 并发 |  | |
+| concurrent | 并发 |  | |
+| conditional | 条件式 |  | |
+| conditional variable | 条件变量 |  | |
+| configuration | 配置 |  | |
+| connection | 连接 |  | |
+| cons | 构造 |  | |
+| cons cell | 构元 | cons 单元 | |
+| consequent | 结果 | 推论 | |
+| consistent | 一致性 |  | |
+| constant | 常量 |  | |
+| constraint | 约束 |  | |
+| constraint programming | 约束式编程 |  | |
+| container | 容器 |  | |
+| content-based filtering | 基于内容的过滤 |  | |
+| context | 上下文 | 语境 | 环境 |
+| continuation | 延续性 |  | |
+| continuous integration, CI | 持续集成 |  | |
+| control | 控件 |  | |
+| cooperative multitasking | 协作式多任务 |  | |
+| copy | 拷贝 |  | |
+| corollary | 推论 |  | |
+| coroutine | 协程 |  | |
+| corruption | 程序崩溃 |  | |
+| crash | 崩溃 |  | |
+| create | 创建 |  | |
+| crystallize | 固化 |  | |
+| curly | 括弧状的 |  | |
+| curried | 柯里的 |  | |
+| currying | 柯里化 |  | |
+| cursor | 光标 |  | |
+| curvy | 卷曲的 |  | |
+| cycle | 周期 |  | |
+
+### D
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| dangling pointer | 迷途指针 | 野指针 | |
+| Defense Advanced Research Projects Agency, DARPA | 美国国防部高级研究计划局 |  | |
+| data | 数据 |  | |
+| data structure | 数据结构 |  | |
+| data type | 数据类型 |  | |
+| data-driven | 数据驱动 |  | |
+| database | 数据库 |  | |
+| database schema | 数据库模式 |  | |
+| datagram | 数据报文 |  | |
+| dead lock | 死锁 |  | |
+| debug | 调试 |  | |
+| debugger | 调试器 |  | |
+| debugging | 调试 |  | |
+| declaration | 声明 |  | |
+| declaration forms | 声明形式 |  | |
+| declarative | 声明式 | 说明式 | |
+| declarative knowledge | 声明式知识 | 说明式知识 | |
+| declarative programming | 声明式编程 | 说明式编程 | |
+| declarativeness | 可声明性 |  | |
+| declaring | 声明 |  | |
+| deconstruction | 解构 |  | |
+| deduction | 推导 | 推断 | |
+| default | 缺省 | 默认 | |
+| defer | 推迟 |  | |
+| deficiency | 缺陷 | 不足 | |
+| define | 定义 |  | |
+| definition | 定义 |  | |
+| delegate | 委托 |  | |
+| dellocate | 释放 |  | |
+| demarshal | 散集 |  | |
+| deprecated | 废弃 |  | |
+| depth-first | 深度优先 |  | |
+| depth-first search, BFS | 深度优先搜索 |  | |
+| derived | 派生 |  | |
+| derived class | 派生类 |  | |
+| design pattern | 设计模式 |  | |
+| designator | 指示符 |  | |
+| destructive | 破坏性的 |  | |
+| destructive function | 破坏性函数 |  | |
+| destructuring | 解构 |  | |
+| device driver | 硬件驱动程序 |  | |
+| dimensions | 维度 |  | |
+| directive | 指令 |  | |
+| directory | 目录 |  | |
+| disk | 盘 |  | |
+| dispatch | 分派 | 派发 | |
+| distributed computing | 分布式计算 |  | |
+| DLL hell | DLL 地狱 |  | |
+| document | 文档 |  | |
+| dotted list | 点状列表 |  | |
+| dotted-pair notation | 带点尾部表示法 | 带点尾部记法 | |
+| duplicate | 复本 |  | |
+| dynamic binding | 动态绑定 |  | |
+| dynamic extent | 动态范围 |  | |
+| dynamic languages | 动态语言 |  | |
+| dynamic scope | 动态作用域 |  | |
+| dynamic type | 动态类型 |  | |
+
+### E
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| effect | 效果 |  | |
+| efficiency | 效率 |  | |
+| efficient | 高效 |  | |
+| embedded language | 嵌入式语言 |  | |
+| emulate | 仿真 |  | |
+| encapsulation | 封装 |  | |
+| enum | 枚举 |  | |
+| enumeration type | 枚举类型 |  | |
+| enumrators | 枚举器 |  | |
+| environment | 环境 |  | |
+| equal | 相等 |  | |
+| equality | 相等性 |  | |
+| equation | 方程 |  | |
+| equivalence | 等价性 |  | |
+| error message | 错误信息 |  | |
+| error-checking | 错误检查 |  | |
+| escaped | 逃脱 | 溢出 | |
+| escape character | 转义字符 |  | |
+| evaluate | 求值 | 评估 | |
+| evaluation | 求值 |  | |
+| event | 事件 |  | |
+| event driven | 事件驱动 |  | |
+| exception | 异常 |  | |
+| exception handling | 异常处理 |  | |
+| exception specification | 异常规范 |  | |
+| exit | 退出 |  | |
+| expendable | 可扩展的 |  | |
+| explicit | 显式 |  | |
+| exploratory programming | 探索式编程 |  | |
+| export | 导出 | 引出 | |
+| expression | 表达式 |  | |
+| expressive power | 表达能力 |  | |
+| extensibility | 可扩展性 |  | |
+| extent | 范围 | 程度 | |
+| external representation | 外部表示法 |  | |
+| extreme programming | 极限编程 |  | |
+
+### F
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| factorial | 阶乘 |  | |
+| family | （类型的）系 |  | |
+| feasible | 可行的 |  | |
+| feature | 特色 |  | |
+| field | 字段 | 栏位 | |
+| file | 文件 |  | |
+| file handle | 文件句柄 |  | |
+| fill pointer | 填充指针 |  | |
+| fineo-grained | 细粒度 |  | |
+| firmware | 固件 |  | |
+| first-class | 第一类的 | 第一级的 | 一等的 |
+| first-class function | 第一级函数 | 第一类函数 | 一等函数 |
+| first-class object | 第一类的对象 | 第一级的对象 | 一等公民 |
+| fixed-point | 不动点 |  | |
+| fixnum | 定长数 | 定点数 | |
+| flag | 标记 |  | |
+| flash | 闪存 |  | |
+| flexibility | 灵活性 |  | |
+| floating-point | 浮点数 |  | |
+| floating-point notation | 浮点数表示法 |  | |
+| flush | 刷新 |  | |
+| fold | 折叠 |  | |
+| font | 字体 |  | |
+| force | 迫使 |  | |
+| form | 形式 |  | |
+| form | 表单 |  | |
+| formal parameter | 形参 |  | |
+| formal relation | 形式关系 |  | |
+| forward | 转发 |  | |
+| fractal | 分形 |  | |
+| fractions | 派系 |  | |
+| framework | 框架 |  | |
+| freeware | 自由软件 |  | |
+| function | 函数 |  | |
+| function literal | 函数字面常量 |  | |
+| function object | 函数对象 |  | |
+| functional arguments | 函数型参数 |  | |
+| functional programming | 函数式编程 |  | |
+| functionality | 功能性 |  | |
+
+### G
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| game | 游戏 |  | |
+| garbage | 垃圾 |  | |
+| garbage collection | 垃圾回收 |  | |
+| garbage collector | 垃圾回收器 |  | |
+| generalized | 泛化 |  | |
+| generalized variable | 广义变量 |  | |
+| generate | 生成 |  | |
+| generator | 生成器 |  | |
+| generic | 通用的 | 泛化的 | |
+| generic algorithm | 通用算法 | 泛型算法 | |
+| generic function | 通用函数 |  | |
+| generic programming | 通用编程 | 泛型编程 | |
+| genrative programming | 生产式编程 |  | |
+| global | 全局的 |  | |
+| global declaration | 全局声明 |  | |
+| glue program | 胶水程序 |  | |
+| goto | 跳转 |  | |
+| graphical user interface, GUI | 图形用户界面 |  | |
+| greatest common divisor | 最大公因数 |  | |
+| Greenspun's tenth rule | 格林斯潘第十定律 |  | |
+
+### H
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| hack | 破解 |  | |
+| hacker | 黑客 |  | |
+| handle | 处理器 | 处理程序 | 句柄 |
+| hard disk | 硬盘 |  | |
+| hardware | 硬件 |  | |
+| hash tables | 哈希表 | 散列表 | |
+| header | 头部 |  | |
+| header file | 头文件 |  | |
+| heap | 堆 |  | |
+| helper | 辅助函数 | 辅助方法 | |
+| heuristic | 启发式 |  | |
+| high-order | 高阶 |  | |
+| higher-order function | 高阶函数 |  | |
+| higher-order procedure | 高阶过程 |  | |
+| hyperlink | 超链接 |  | |
+| HyperText Markup Language, HTML | 超文本标记语言 |  | |
+| HyperText Transfer Protocol, HTTP | 超文本传输协议 |  | |
+
+### I
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| identical | 一致 |  | |
+| identifier | 标识符 |  | |
+| identity | 同一性 |  | |
+| ill type | 类型不正确 |  | |
+| illusion | 错觉 |  | |
+| imperative | 命令式 |  | |
+| imperative programming | 命令式编程 |  | |
+| implement | 实现 |  | |
+| implementation | 实现 |  | |
+| implicit | 隐式 |  | |
+| import | 导入 |  | |
+| incremental testing | 增量测试 |  | |
+| indent | 缩排 | 缩进 | |
+| indentation | 缩排 | 缩进 | |
+| indented | 缩排 | 缩进 | |
+| indention | 缩排 | 缩进 | |
+| infer | 推导 |  | |
+| infinite loop | 无限循环 |  | |
+| infinite recursion | 无限递归 |  | |
+| infinite precision | 无限精度 |  | |
+| infix | 中序 |  | |
+| information | 信息 |  | |
+| information technology, IT | 信息技术 |  | |
+| inheritance | 继承 |  | |
+| initialization | 初始化 |  | |
+| initialize | 初始化 |  | |
+| inline | 内联 |  | |
+| inline expansion | 内联展开 |  | |
+| inner class | 内嵌类 |  | |
+| inner loop | 内层循环 |  | |
+| input | 输入 |  | |
+| instances | 实例 |  | |
+| instantiate | 实例化 |  | |
+| instructive | 教学性的 |  | |
+| instrument | 记录仪 |  | |
+### J
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| Java applet | Java 小程序 |  | |
+| JavaScript | JavaScript |  | |
+| join | 联合 | 连接 | |
+| jump | 跳转 |  | |
+| just in time, JIT | 即时编译 |  | |
+
+### K
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| keyword | 关键字 |  | |
+| knapsack problem | 背包问题 |  | |
+
+### L
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| lambda calculus | lambda 演算 |  | |
+| lambda expression | lambda 表达式 |  | |
+| language | 语言 |  | |
+| lazy evaluation | 惰性求值 | 懒求值 | |
+| leaf | 叶 | 叶子 | |
+| left child | 左子节点 |  | |
+| left subtree | 左子树 |  | |
+| level | 层 | 级 | |
+| lexical | 词法 |  | |
+| lexical address | 词法地址 |  | |
+| lexical scoping | 词法作用域 |  | |
+| library | 库 | 程序库 | |
+| life cycle | 生命周期 |  | |
+| lifetime | 生命期 |  | |
+| Lisp | Lisp 语言 |  | |
+| list | 表 | 列表 | |
+| list structure | 表结构 |  | |
+| literal | 字面常量 | 字面量 | |
+| load | 加载 |  | |
+| loader | 加载器 |  | |
+| local | 局部的 |  | |
+| local declaration | 局部声明 |  | |
+| local variable | 局部变量 |  | |
+| logic programming | 逻辑式编程 |  | |
+| loop | 循环 |  | |
+| lower bound | 下界 |  | |
+
+### M
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| machine | 机器 |  | |
+| machine code | 机器码 |  | |
+| machine language | 机器语言 |  | |
+| macro | 宏 |  | |
+| macro expansion | 宏展开 |  | |
+| mail | 邮件 |  | |
+| main | 主 |  | |
+| maintainability | 可维护性 |  | |
+| management | 管理 |  | |
+| manifest | 清单 |  | |
+| mantissa | 尾数 |  | |
+| map | 映射 |  | |
+| matrix | 矩阵 |  | |
+| mean | 均值 |  | |
+| member | 成员 |  | |
+| member function | 成员函数 |  | |
+| memory | 内存 | 存储器 | |
+| message | 消息 |  | |
+| message passing | 消息传递 |  | |
+| meta | 元 |  | |
+| meta-language | 元语言 |  | |
+| meta-circular evaluator | 元循环求值器 |  | |
+| method | 方法 |  | |
+| metric | 度量 |  | |
+| microcode | 微码 |  | |
+| middle-out | 中间展开 |  | |
+| milestone | 里程碑 |  | |
+| millennium bug | 千年虫 |  | |
+| minimum | 最小值 | 极小值 | |
+| mirror | 镜像 |  | |
+| miscellaneous | 杂项 | 其他 | |
+| modeling | 建模 |  | |
+| modeling language | 建模语言 |  | |
+| modem | 调制解调器 |  | |
+| modification | 修改 |  | |
+| module | 模块 |  | |
+| monad | 单子 |  | |
+| monolithic | 单体的 |  | |
+| morphism | 态射 |  | |
+| most general unifier | 最广合一子 |  | |
+| mouse | 鼠标 |  | |
+| multi-method | 多方法 |  | |
+| multiple inheritance | 多重继承 |  | |
+| multiprocessing | 多处理 |  | |
+| multiprogramming | 多道程序设计 |  | |
+| multitasking | 多任务 |  | |
+| multithreading | 多线程 |  | |
+| mutation | 突变 |  | |
+| mutual recursion | 相互递归 |  | |
+
+### N
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| name | 名字 | 名称 | |
+| namespace | 名字空间 | 命名空间 | |
+| native | 原生的 | 本地 | |
+| natural language | 自然语言 |  | |
+| network | 网络 |  | |
+| neural network | 神经网络 |  | |
+| node | 节点 |  | |
+| non-deterministic | 非确定性的 |  | |
+| non-modifying | 非修改的 |  | |
+| non-terminating | 不终止的 |  | |
+| normal form | 范式 |  | |
+| normalization | 规范化 |  | |
+| normalization by evaluation | 求值归一化 |  | |
+| notation | 表示法 | 记法 | |
+| null | 空 |  | |
+| null pointer | 空指针 |  | |
+| number | 数值 | 数字 | |
+| numeric | 数值的 |  | |
+| numerical analysis | 数值分析 |  | |
+| n-ary | n元 |  | |
+| nybble | 半字节 |  | |
+
+### O
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| object | 对象 |  | |
+| object code | 目标码 |  | |
+| object language | 目标语言 |  | |
+| object-oriented | 面向对象 |  | |
+| object-oriented programming, OOP | 面向对象编程 |  | |
+| observe | 观测 |  | |
+| obsolete | 过时 | 废弃 | |
+| occurrence | 出现 | 发生 | |
+| octal | 八进制 |  | |
+| open | 打开 | 开放 | |
+| open world assumption | 开放世界假定 |  | |
+| operand | 操作数 | 运算对象 | |
+| operating system, OS | 操作系统 |  | |
+| operation | 操作 | 运算 | |
+| operator | 操作符 | 运算符 | |
+| opportunistic | 机会式 |  | |
+| optimize | 优化 |  | |
+| order | 阶 | 序 | |
+| ordering | 排序 |  | |
+| origin | 原点 | 起源 | |
+| orthogonality | 正交性 |  | |
+| out of band | 带外 |  | |
+| output | 输出 |  | |
+| overflow | 溢出 | 上溢 | |
+| overload | 重载 |  | |
+| overloading | 重载 |  | |
+| overriding | 覆盖 | 重写 | |
+
+### P
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| package | 包 |  | |
+| padding | 填充 |  | |
+| palindrome | 回文 |  | |
+| parallel | 并行的 |  | |
+| parallelism | 并行性 |  | |
+| parameter | 参数 | 形式参数 | 形参 |
+| parent | 父节点 |  | |
+| parent class | 父类 |  | |
+| parse | 语法分析 | 解析 | |
+| parser | 语法分析器 | 解析器 | |
+| partial | 部分的 | 偏 | |
+| partial application | 部分应用 | 偏应用 | |
+| partial function | 部分函数 | 偏函数 | |
+| partition | 分区 | 划分 | |
+| pass | 传递 |  | |
+| pass by reference | 引用传递 |  | |
+| pass by value | 值传递 |  | |
+| password | 口令 | 密码 | |
+| path | 路径 |  | |
+| pattern | 模式 |  | |
+| pattern matching | 模式匹配 |  | |
+| payload | 有效载荷 |  | |
+| peek | 查看 |  | |
+| performance | 性能 | 表现 | |
+| peripheral | 外设 | 外围设备 | |
+| persistence | 持久化 |  | |
+| persistent | 持久的 |  | |
+| personal computer, PC | 个人计算机 |  | |
+| phase | 阶段 |  | |
+| pixel | 像素 |  | |
+| place | 位 | 位置 | |
+| plain text | 明文 |  | |
+| platform | 平台 |  | |
+| pointer | 指针 |  | |
+| polymorphism | 多态 |  | |
+| pop | 弹出 |  | |
+| port | 端口 |  | |
+| portable | 可移植的 |  | |
+| portability | 可移植性 |  | |
+| position | 位置 |  | |
+| postfix | 后缀 |  | |
+| precedence | 优先级 |  | |
+| precision | 精度 |  | |
+| predicate | 谓词 |  | |
+| prefix | 前缀 |  | |
+| preorder | 前序 |  | |
+| preprocessor | 预处理器 |  | |
+| presentation | 表示 | 展现 | |
+| primitive | 基本的 | 原语 | 基元 |
+| print | 打印 |  | |
+| printer | 打印机 |  | |
+| priority | 优先级 |  | |
+| private | 私有 |  | |
+| probe | 探查 |  | |
+| procedure | 过程 |  | |
+| process | 进程 | 处理 | |
+| processor | 处理器 |  | |
+| product | 乘积 | 积 | |
+| program | 程序 |  | |
+| program counter | 程序计数器 |  | |
+| programmable | 可编程的 |  | |
+| programming | 编程 | 程序设计 | |
+| programming language | 程序设计语言 | 编程语言 | |
+| project | 项目 | 工程 | |
+| projection | 投影 |  | |
+| protocol | 协议 |  | |
+| pseudo | 伪 |  | |
+| pseudo-code | 伪代码 |  | |
+| public | 公有 |  | |
+| push | 压入 |  | |
+| polymorphic | 多态的 |  | |
+| pipeline | 流水线 | 管道 | |
+| pipe | 管道 |  | |
+
+### Q
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| qualified | 受限的 | 限定的 | |
+| quantifier | 量词 |  | |
+| query | 查询 |  | |
+| queue | 队列 |  | |
+| quicksort | 快速排序 |  | |
+
+### R
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| race condition | 竞态条件 |  | |
+| radix | 基数 |  | |
+| random | 随机 |  | |
+| random access memory, RAM | 随机存取存储器 |  | |
+| range | 范围 |  | |
+| rank | 秩 |  | |
+| rational | 有理的 |  | |
+| read | 读 | 读取 | |
+| read only memory, ROM | 只读存储器 |  | |
+| reader | 读取器 |  | |
+| record | 记录 |  | |
+| recursion | 递归 |  | |
+| recursive | 递归的 |  | |
+| redirect | 重定向 |  | |
+| reduce | 归约 |  | |
+| reduction | 归约 |  | |
+| redundant | 冗余 |  | |
+| reference | 引用 | 参考 | |
+| reflection | 反射 |  | |
+| refresh | 刷新 |  | |
+| register | 寄存器 |  | |
+| regular expression | 正则表达式 |  | |
+| relational | 关系的 |  | |
+| release | 发布 | 释放 | |
+| reliability | 可靠性 |  | |
+| relocatable | 可重定位的 |  | |
+| rem | 余 | 取余 | |
+| remote | 远程 |  | |
+| repair | 修复 |  | |
+| repeat | 重复 |  | |
+| repetition | 重复 | 循环 | |
+| representation | 表示法 | 表示 | |
+| requirement | 需求 | 要求 | |
+| reserved word | 保留字 |  | |
+| resolution | 分辨率 | 归结 | |
+| resolver | 解析器 |  | |
+| resource | 资源 |  | |
+| response | 响应 |  | |
+| restoration | 恢复 |  | |
+| restricted | 受限的 |  | |
+| result | 结果 |  | |
+| return | 返回 |  | |
+| reverse | 反转 | 倒序 | |
+| right child | 右子节点 |  | |
+| right subtree | 右子树 |  | |
+| root | 根 |  | |
+| rotate | 旋转 |  | |
+| round | 舍入 |  | |
+| round off | 四舍五入 |  | |
+| route | 路由 |  | |
+| router | 路由器 |  | |
+| routine | 例程 |  | |
+| row | 列 | 行 | |
+| row-major order | 列主序 |  | |
+| RPC | 远程过程调用 |  | |
+| rule | 规则 |  | |
+| runtime | 运行时 | 执行期 | |
+
+### S
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| sandbox | 沙箱 |  | |
+| scalar | 标量 |  | |
+| scope | 作用域 | 范围 | |
+| search | 搜索 | 查找 | |
+| security | 安全性 | 安全 | |
+| seed | 种子 |  | |
+| segment | 段 | 分段 | |
+| selection | 选择 |  | |
+| semantic | 语义 |  | |
+| semantics | 语义学 | 语义 | |
+| sentinel | 哨兵 |  | |
+| sequence | 序列 |  | |
+| sequential | 顺序的 | 串行的 | |
+| serial | 串行 |  | |
+| server | 服务器 |  | |
+| service | 服务 |  | |
+| session | 会话 |  | |
+| set | 集合 |  | |
+| setter | 设置器 |  | |
+| shadow | 遮蔽 |  | |
+| shared | 共享的 |  | |
+| shell | 外壳 | 命令行 | |
+| shift | 移位 | 偏移 | |
+| shortcut | 快捷方式 |  | |
+| sibling | 兄弟节点 |  | |
+| side effect | 副作用 |  | |
+| signal | 信号 |  | |
+| signature | 签名 | 特征 | |
+| simulation | 模拟 | 仿真 | |
+| singleton | 单例 |  | |
+| size | 大小 | 尺寸 | |
+| slice | 切片 |  | |
+| small talk | 聊天 |  | |
+| socket | 套接字 |  | |
+| software | 软件 |  | |
+| source | 源 | 来源 | |
+| source code | 源代码 |  | |
+| source language | 源语言 |  | |
+| specialization | 特化 |  | |
+| stack | 栈 | 堆栈 | |
+| stack overflow | 栈溢出 |  | |
+| statement | 语句 | 陈述 | |
+| static | 静态的 |  | |
+| static binding | 静态绑定 |  | |
+| static scope | 静态作用域 |  | |
+| static type | 静态类型 |  | |
+| status | 状态 |  | |
+| step | 步骤 | 步长 | |
+| storage | 存储 |  | |
+| stream | 流 |  | |
+| string | 字符串 |  | |
+| structure | 结构 |  | |
+| structured programming | 结构化编程 |  | |
+| subclass | 子类 |  | |
+| subexpression | 子表达式 |  | |
+| subroutine | 子例程 |  | |
+| subschema | 子模式 |  | |
+| subsequence | 子序列 |  | |
+| subset | 子集 |  | |
+| substitution | 代入 | 替换 | |
+| subtype | 子类型 |  | |
+| subtree | 子树 |  | |
+| superclass | 超类 | 父类 | |
+| support | 支持 |  | |
+| symbol | 符号 |  | |
+| syntax | 语法 |  | |
+| system | 系统 |  | |
+| system call | 系统调用 |  | |
+
+### T
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| tail | 尾 | 尾部 | |
+| tail recursion | 尾递归 |  | |
+| target | 目标 |  | |
+| task | 任务 |  | |
+| template | 模板 |  | |
+| terminal | 终端 |  | |
+| terminating | 终止的 |  | |
+| termination | 终止 | 结束 | |
+| term rewriting system | 项重写系统 |  | |
+| test | 测试 |  | |
+| testing | 测试 |  | |
+| text | 文本 | 正文 | |
+| theorem | 定理 |  | |
+| theory | 理论 |  | |
+| thread | 线程 |  | |
+| throw | 抛出 | 扔 | |
+| time | 时间 |  | |
+| time-sharing | 分时 |  | |
+| timeout | 超时 |  | |
+| timestamp | 时间戳 |  | |
+| token | 令牌 | 词法单元 | |
+| top-down | 自顶向下 |  | |
+| top-down programming | 自顶向下编程 |  | |
+| topic | 主题 | 话题 | |
+| trailing | 尾部 | 后随 | |
+| transaction | 事务 |  | |
+| transfer | 传送 | 转移 | |
+| transform | 变换 |  | |
+| transformation | 变换 | 转换 | |
+| transition | 过渡 | 变迁 | |
+| translation | 翻译 | 平移 | |
+| transmission | 传输 | 传送 | |
+| transparent | 透明 |  | |
+| tree | 树 |  | |
+| traversal | 遍历 |  | |
+| traverse | 遍历 |  | |
+| tuple | 元组 |  | |
+| Turing machine | 图灵机 |  | |
+| type | 类型 |  | |
+| type checking | 类型检查 |  | |
+| type constructor | 类型构造器 |  | |
+| type error | 类型错误 |  | |
+| type inference | 类型推导 |  | |
+| type system | 类型系统 |  | |
+| typo | 笔误 | 打印错误 | |
+
+### U
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| unary | 一元 |  | |
+| unbound | 未绑定 |  | |
+| undefined | 未定义 |  | |
+| underflow | 下溢 |  | |
+| unification | 合一 | 统一 | |
+| uniform | 一致的 | 均匀 | |
+| union | 并集 | 联合 | |
+| unique | 唯一的 | 独特的 | |
+| unit | 单元 |  | |
+| unit test | 单元测试 |  | |
+| universe | 论域 | 宇宙 | |
+| Unix | Unix 操作系统 |  | |
+| unload | 卸载 |  | |
+| unlock | 解锁 |  | |
+| unpack | 解包 |  | |
+| unsigned | 无符号 |  | |
+| untyped | 无类型 |  | |
+| update | 更新 |  | |
+| upgrade | 升级 |  | |
+| upload | 上传 |  | |
+| URI | 统一资源标识符 |  | |
+|网站| 统一资源定位符 |  | |
+| usability | 可用性 |  | |
+| use case | 用例 |  | |
+| user | 用户 |  | |
+| user interface, UI | 用户界面 |  | |
+| utility | 实用工具 | 实用程序 | |
+
+### V
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| valid | 有效的 |  | |
+| validate | 验证 |  | |
+| value | 值 | 数值 | |
+| variable | 变量 |  | |
+| variance | 协变 | 变体 | |
+| vector | 向量 |  | |
+| verbose | 啰嗦 | 冗长 | |
+| verify | 验证 | 校验 | |
+| version | 版本 |  | |
+| vertex | 顶点 |  | |
+| vertical | 垂直的 |  | |
+| VGA | 视频图形阵列 |  | |
+| virtual | 虚拟的 |  | |
+| virtual function | 虚函数 |  | |
+| virtual machine | 虚拟机 |  | |
+| virtual memory | 虚拟内存 |  | |
+| virus | 病毒 |  | |
+| visibility | 可见性 |  | |
+| visitor | 访问者 |  | |
+| volatile | 易失的 | 不稳定的 | |
+| volume | 卷 | 音量 | |
+
+### W
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| walk | 遍历 | 走查 | |
+| whitespace | 空白 |  | |
+| wide | 宽的 |  | |
+| widget | 小部件 | 组件 | |
+| window | 窗口 |  | |
+| wireless | 无线 |  | |
+| word | 字 | 单词 | |
+| workstation | 工作站 |  | |
+| wrapper | 包装器 |  | |
+| write | 写 | 写入 | |
+
+### X
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| XML | 可扩展标记语言 |  | |
+
+### Y
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| yacc | yacc 编译器 |  | |
+
+### Z
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| zero | 零 |  | |
+| zip | 压缩 | 拉链 | |
+
+### 专业名词
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| A* search algorithm | A*搜索算法 |  | |
+| abstract data type, ADT | 抽象数据类型 |  | |
+| American National Standards Institute, ANSI | 美国国家标准学会 |  | |
+| Advanced Research Projects Agency Network, ARPANET | 阿帕网 |  | |
+| American Standard Code for Information Interchange, ASCII | 美国信息交换标准码 |  | |
+| Asynchronous JavaScript and XML, AJAX | 异步 JavaScript 和 XML |  | |
+| binary-coded decimal, BCD | 二进制编码的十进制 |  | |
+| Basic Combined Programming Language, BCPL | 基本组合编程语言 |  | |
+| Berkeley Software Distribution, BSD | 伯克利软件发行版 |  | |
+| Business Software Alliance, BSA | 商业软件联盟 |  | |
+| Canadian National Standard, CNS | 中国国家标准 |  | |
+| Centronics | Centronics 接口 |  | |
+| Common Business-Oriented Language, COBOL | 面向商业的通用语言 |  | |
+| Common Object Request Broker Architecture, CORBA | 公共对象请求代理体系结构 |  | |
+| Compact Disc Read-Only Memory, CD-ROM | 只读光盘 |  | |
+| Computer Aided Design, CAD | 计算机辅助设计 |  | |
+| Computer Aided Manufacturing, CAM | 计算机辅助制造 |  | |
+| Computer Aided Software Engineering, CASE | 计算机辅助软件工程 |  | |
+| Computer Science, CS | 计算机科学 |  | |
+| Computer Supported Cooperative Work, CSCW | 计算机支持的协同工作 |  | |
+| Digital Video Disc, DVD | 数字视频光盘 |  | |
+| Electronic Numerical Integrator and Computer, ENIAC | 电子数字积分计算机 |  | |
+| European Organization for Nuclear Research, CERN | 欧洲核子研究组织 |  | |
+| Extensible Markup Language, XML | 可扩展标记语言 |  | |
+| Extensible Stylesheet Language, XSL | 可扩展样式表语言 |  | |
+| File Transfer Protocol, FTP | 文件传输协议 |  | |
+| Free Software Foundation, FSF | 自由软件基金会 |  | |
+| GNU General Public License, GPL | GNU 通用公共许可证 |  | |
+| GNU's Not Unix, GNU | GNU 项目 |  | |
+| Graphical User Interface, GUI | 图形用户界面 |  | |
+| HyperText Markup Language, HTML | 超文本标记语言 |  | |
+| HyperText Transfer Protocol, HTTP | 超文本传输协议 |  | |
+| Institute of Electrical and Electronics Engineers, IEEE | 电气和电子工程师协会 |  | |
+| International Business Machines, IBM | 国际商业机器公司 |  | |
+| International Organization for Standardization, ISO | 国际标准化组织 |  | |
+| Internet Corporation for Assigned Names and Numbers, ICANN | 互联网名称与数字地址分配机构 |  | |
+| Internet Message Access Protocol, IMAP | 互联网消息访问协议 |  | |
+| Internet Protocol, IP | 网际协议 |  | |
+| Internet Service Provider, ISP | 互联网服务提供商 |  | |
+| Java 2 Platform Enterprise Edition, J2EE | Java 2 平台企业版 |  | |
+| Java 2 Platform Micro Edition, J2ME | Java 2 平台微型版 |  | |
+| Java 2 Platform Standard Edition, J2SE | Java 2 平台标准版 |  | |
+| JavaScript Object Notation, JSON | JavaScript 对象表示法 |  | |
+| Local Area Network, LAN | 局域网 |  | |
+| Massachusetts Institute of Technology, MIT | 麻省理工学院 |  | |
+| Metropolitan Area Network, MAN | 城域网 |  | |
+| Microsoft Foundation Classes, MFC | 微软基础类库 |  | |
+| Multipurpose Internet Mail Extensions, MIME | 多用途互联网邮件扩展 |  | |
+| MySQL | MySQL 数据库 |  | |
+| National Institute of Standards and Technology, NIST | 美国国家标准与技术研究院 |  | |
+| Object Management Group, OMG | 对象管理组织 |  | |
+| Object Relational Mapping, ORM | 对象关系映射 |  | |
+| Open Database Connectivity, ODBC | 开放数据库连接 |  | |
+| Open Source Initiative, OSI | 开源计划 |  | |
+| Open Systems Interconnection, OSI | 开放系统互连 |  | |
+| Open Virtualization Format, OVF | 开放虚拟化格式 |  | |
+| Perl | Perl 语言 |  | |
+| PHP: Hypertext Preprocessor, PHP | PHP 语言 |  | |
+| Point-to-Point Protocol, PPP | 点对点协议 |  | |
+| Post Office Protocol version 3, POP3 | 邮局协议版本 3 |  | |
+| Python | Python 语言 |  | |
+| Query Language, QL | 查询语言 |  | |
+| Rapid Application Development, RAD | 快速应用开发 |  | |
+| Ruby | Ruby 语言 |  | |
+| Structured Query Language, SQL | 结构化查询语言 |  | |
+| Transmission Control Protocol, TCP | 传输控制协议 |  | |
+| Transport Layer Security, TLS | 传输层安全 |  | |
+| Uniform Resource Identifier, URI | 统一资源标识符 |  | |
+| Uniform Resource Locator, URL | 统一资源定位符 |  | |
+| Universal Serial Bus, USB | 通用串行总线 |  | |
+| Unix-like | 类 Unix |  | |
+| Visual Basic, VB | Visual Basic 语言 |  | |
+| Virtual Reality, VR | 虚拟现实 |  | |
+| Visual Studio, VS | Visual Studio |  | |
+| Wide Area Network, WAN | 广域网 |  | |
+| Wireless Application Protocol, WAP | 无线应用协议 |  | |
+| Wireless Local Area Network, WLAN | 无线局域网 |  | |
+| World Wide Web, WWW | 万维网 |  | |
+| eXtensible Business Reporting Language, XBRL | 可扩展商业报告语言 |  | |
+| eXtensible Markup Language, XML | 可扩展标记语言 |  | |
+| eXtensible Stylesheet Language Transformations, XSLT | 可扩展样式表语言转换 |  | |
+| Zend Engine | Zend 引擎 |  | |
+
+### 以上即为这次更新的主要单词，还有三百多个是之前更新的
+### 更新单词主要来源CSDN与github词汇库
+### 翻译则是由豆包AI翻译（毕竟我哪记得住这么多单词）
diff --git a/parse_vocab.py b/parse_vocab.py
new file mode 100644
index 0000000..935e048
--- /dev/null
+++ b/parse_vocab.py
@@ -0,0 +1,553 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+从 markdown 词汇表解析并添加到 content.js
+"""
+
+import re
+import json
+from pathlib import Path
+
+VOCAB_DATA = """
+### A
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| a block of pointers | 一块指针 | 一组指针 | |
+| abbreviation | 缩略语 |  | |
+| abstract | 抽象的 |  | |
+| abstract syntax tree, AST | 抽象语法树 |  | |
+| abstraction | 抽象 |  | |
+| abstraction barrier | 抽象屏障 | 抽象阻碍 | |
+| abstraction of function calls | 函数调用抽象 |  | |
+| access | 访问 | 存取 | |
+| access function | 访问函数 | 存取函数 | |
+| accumulator | 累加器 |  | |
+| activate | 激活 |  | |
+| ad hoc | 专设 |  | |
+| adapter | 适配器 |  | |
+| address | 地址 |  | |
+| algebraic data type | 代数数据类型 |  | |
+| algorithm | 算法 |  | |
+| alias | 别名 |  | |
+| allocate | 分配 | 配置 | |
+| alternative | 备选 |  | |
+| amortized analysis | 平摊分析 |  | |
+| anaphoric | 指代 |  | |
+| annotation | 注解 |  | |
+| anonymous function | 匿名函数 |  | |
+| antecedent | 前提 | 前件 | 先决条件 |
+| append | 追加 | 拼接 | |
+| application | 应用 | 应用程序 | |
+| application framework | 应用框架 |  | |
+| application program interface, API | 应用程序编程接口 |  | |
+| application service provider, ASP | 应用程序服务提供商 |  | |
+| applicative | 应用序 |  | |
+| argument | 参数 | 自变量 | 实际参数/实参 |
+| arithmetic | 算术 |  | |
+| array | 数组 |  | |
+| artificial intelligence, AI | 人工智能 |  | |
+| assemble | 组合 |  | |
+| assembly | 汇编 |  | |
+| assignment | 赋值 |  | |
+| assignment operator | 赋值操作符 |  | |
+| associated | 关联的 |  | |
+| association list, alist | 关联列表 |  | |
+| atom | 原子 |  | |
+| atomic | 原子的 |  | |
+| atomic value | 原子型值 |  | |
+| attribute | 属性 | 特性 | |
+| augmented | 扩充 |  | |
+| automatic memory management | 自动内存管理 |  | |
+| automatically infer | 自动推导 |  | |
+| autometa theory | 自动机理论 |  | |
+| auxiliary | 辅助 |  | |
+
+### B
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| backquote | 反引用 |  | |
+| backtrace | 回溯 |  | |
+| backward compatible | 向下兼容 |  | |
+| bandwidth | 带宽 |  | |
+| base case | 基本情形 |  | |
+| base class | 基类 |  | |
+| Bayes' theorem | 贝叶斯定理 |  | |
+| best viable function | 最佳可行函式 | 最佳可行函数 | |
+| Bezier curve | 贝塞尔曲线 |  | |
+| bignum | 大数 |  | |
+| binary operator | 二元操作符 |  | |
+| binary search | 二分查找 | 二分搜索 | 二叉搜索 |
+| binary search tree | 二叉搜索树 |  | |
+| binary tree | 二叉树 |  | |
+| binding | 绑定 |  | |
+| binding vector | 绑定向量 |  | |
+| bit | 位 | 比特 | |
+| bit manipulation | 位操作 |  | |
+| black box abstraction | 黑箱抽象 |  | |
+| block | 块 | 区块 | |
+| block structure | 块结构 | 区块结构 | |
+| block name | 代码块名字 |  | |
+| Blub paradox | Blub 困境 |  | |
+| body | 体 | 主体 | |
+| boilerplate | 公式化 | 样板 | |
+| bookkeeping | 簿记 |  | |
+| boolean | 布尔 |  | |
+| border | 边框 |  | |
+| bottom-up design | 自底向上的设计 |  | |
+| bottom-up programming | 自底向上编程 |  | |
+| bound | 边界 |  | |
+| bounds checking | 边界检查 |  | |
+| box notation | 箱子表示法 |  | |
+| brace | 花括弧 | 花括号 | |
+| bracket | 方括弧 | 方括号 | |
+| branch | 分支 | 跳转 | |
+| breadth-first | 广度优先 |  | |
+| breadth-first search, BFS | 广度优先搜索 |  | |
+| breakpoint | 断点 |  | |
+| brevity | 简洁 |  | |
+| buffer | 缓冲区 |  | |
+| buffer overflow attack | 缓冲区溢出攻击 |  | |
+| bug | 臭虫 |  | |
+| building | 创建 |  | |
+| built-in | 内置 |  | |
+| byte | 字节 |  | |
+| bytecode | 字节码 |  | |
+
+### C
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| cache | 缓存 |  | |
+| call | 调用 |  | |
+| callback | 回调 |  | |
+| CamelCase | 驼峰式大小写 |  | |
+| candidate function | 候选函数 |  | |
+| capture | 捕捉 |  | |
+| case | 分支 |  | |
+| character | 字符 |  | |
+| checksum | 校验和 |  | |
+| child class | 子类 |  | |
+| choke point | 滞塞点 |  | |
+| chunk | 块 |  | |
+| circular definition | 循环定义 |  | |
+| clarity | 清晰 |  | |
+| class | 类 | 类别 | |
+| class declaration | 类声明 |  | |
+| class library | 类库 |  | |
+| client | 客户 | 客户端 | |
+| clipboard | 剪贴板 |  | |
+| clone | 克隆 |  | |
+| closed world assumption | 封闭世界假定 |  | |
+| closure | 闭包 |  | |
+| clutter | 杂乱 |  | |
+| code | 代码 |  | |
+| code bloat | 代码膨胀 |  | |
+| collection | 收集器 | 复合类型 | |
+| column | 行 | 栏 | |
+| column-major order | 行主序 |  | |
+| comma | 逗号 |  | |
+| command-line | 命令行 |  | |
+| command-line interface, CLI | 命令行界面 |  | |
+| Common Lisp Object System, CLOS | Common Lisp 对象系统 |  | |
+| Common Gateway Interface, CGI | 通用网关接口 |  | |
+| compatible | 兼容 |  | |
+| compilation | 编译 |  | |
+| compilation parameter | 编译参数 |  | |
+| compile | 编译 |  | |
+| compile inline | 内联编译 |  | |
+| compile time | 编译期 |  | |
+| compiled form | 编译后的形式 |  | |
+| compiler | 编译器 |  | |
+| complex | 复杂 |  | |
+| complexity | 复杂度 |  | |
+| compliment | 补集 |  | |
+| component | 组件 |  | |
+| composability | 可组合性 |  | |
+| composition | 组合 | 组合函数 | |
+| compound value | 复合数据 | 复合值 | |
+| compression | 压缩 |  | |
+| computation | 计算 |  | |
+| computer | 计算机 |  | |
+| concatenation | 串接 |  | |
+| concept | 概念 |  | |
+| concrete | 具体 |  | |
+| concurrency | 并发 |  | |
+| concurrent | 并发 |  | |
+| conditional | 条件式 |  | |
+| conditional variable | 条件变量 |  | |
+| configuration | 配置 |  | |
+| connection | 连接 |  | |
+| cons | 构造 |  | |
+| cons cell | 构元 | cons 单元 | |
+| consequent | 结果 | 推论 | |
+| consistent | 一致性 |  | |
+| constant | 常量 |  | |
+| constraint | 约束 |  | |
+| constraint programming | 约束式编程 |  | |
+| container | 容器 |  | |
+| content-based filtering | 基于内容的过滤 |  | |
+| context | 上下文 | 语境 | 环境 |
+| continuation | 延续性 |  | |
+| continuous integration, CI | 持续集成 |  | |
+| control | 控件 |  | |
+| cooperative multitasking | 协作式多任务 |  | |
+| copy | 拷贝 |  | |
+| corollary | 推论 |  | |
+| coroutine | 协程 |  | |
+| corruption | 程序崩溃 |  | |
+| crash | 崩溃 |  | |
+| create | 创建 |  | |
+| crystallize | 固化 |  | |
+| curly | 括弧状的 |  | |
+| curried | 柯里的 |  | |
+| currying | 柯里化 |  | |
+| cursor | 光标 |  | |
+| curvy | 卷曲的 |  | |
+| cycle | 周期 |  | |
+
+### D
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| dangling pointer | 迷途指针 | 野指针 | |
+| Defense Advanced Research Projects Agency, DARPA | 美国国防部高级研究计划局 |  | |
+| data | 数据 |  | |
+| data structure | 数据结构 |  | |
+| data type | 数据类型 |  | |
+| data-driven | 数据驱动 |  | |
+| database | 数据库 |  | |
+| database schema | 数据库模式 |  | |
+| datagram | 数据报文 |  | |
+| dead lock | 死锁 |  | |
+| debug | 调试 |  | |
+| debugger | 调试器 |  | |
+| debugging | 调试 |  | |
+| declaration | 声明 |  | |
+| declaration forms | 声明形式 |  | |
+| declarative | 声明式 | 说明式 | |
+| declarative knowledge | 声明式知识 | 说明式知识 | |
+| declarative programming | 声明式编程 | 说明式编程 | |
+| declarativeness | 可声明性 |  | |
+| declaring | 声明 |  | |
+| deconstruction | 解构 |  | |
+| deduction | 推导 | 推断 | |
+| default | 缺省 | 默认 | |
+| defer | 推迟 |  | |
+| deficiency | 缺陷 | 不足 | |
+| define | 定义 |  | |
+| definition | 定义 |  | |
+| delegate | 委托 |  | |
+| dellocate | 释放 |  | |
+| demarshal | 散集 |  | |
+| deprecated | 废弃 |  | |
+| depth-first | 深度优先 |  | |
+| depth-first search, BFS | 深度优先搜索 |  | |
+| derived | 派生 |  | |
+| derived class | 派生类 |  | |
+| design pattern | 设计模式 |  | |
+| designator | 指示符 |  | |
+| destructive | 破坏性的 |  | |
+| destructive function | 破坏性函数 |  | |
+| destructuring | 解构 |  | |
+| device driver | 硬件驱动程序 |  | |
+| dimensions | 维度 |  | |
+| directive | 指令 |  | |
+| directory | 目录 |  | |
+| disk | 盘 |  | |
+| dispatch | 分派 | 派发 | |
+| distributed computing | 分布式计算 |  | |
+| DLL hell | DLL 地狱 |  | |
+| document | 文档 |  | |
+| dotted list | 点状列表 |  | |
+| dotted-pair notation | 带点尾部表示法 | 带点尾部记法 | |
+| duplicate | 复本 |  | |
+| dynamic binding | 动态绑定 |  | |
+| dynamic extent | 动态范围 |  | |
+| dynamic languages | 动态语言 |  | |
+| dynamic scope | 动态作用域 |  | |
+| dynamic type | 动态类型 |  | |
+
+### E
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| effect | 效果 |  | |
+| efficiency | 效率 |  | |
+| efficient | 高效 |  | |
+| embedded language | 嵌入式语言 |  | |
+| emulate | 仿真 |  | |
+| encapsulation | 封装 |  | |
+| enum | 枚举 |  | |
+| enumeration type | 枚举类型 |  | |
+| enumrators | 枚举器 |  | |
+| environment | 环境 |  | |
+| equal | 相等 |  | |
+| equality | 相等性 |  | |
+| equation | 方程 |  | |
+| equivalence | 等价性 |  | |
+| error message | 错误信息 |  | |
+| error-checking | 错误检查 |  | |
+| escaped | 逃脱 | 溢出 | |
+| escape character | 转义字符 |  | |
+| evaluate | 求值 | 评估 | |
+| evaluation | 求值 |  | |
+| event | 事件 |  | |
+| event driven | 事件驱动 |  | |
+| exception | 异常 |  | |
+| exception handling | 异常处理 |  | |
+| exception specification | 异常规范 |  | |
+| exit | 退出 |  | |
+| expendable | 可扩展的 |  | |
+| explicit | 显式 |  | |
+| exploratory programming | 探索式编程 |  | |
+| export | 导出 | 引出 | |
+| expression | 表达式 |  | |
+| expressive power | 表达能力 |  | |
+| extensibility | 可扩展性 |  | |
+| extent | 范围 | 程度 | |
+| external representation | 外部表示法 |  | |
+| extreme programming | 极限编程 |  | |
+
+### F
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| factorial | 阶乘 |  | |
+| family | （类型的）系 |  | |
+| feasible | 可行的 |  | |
+| feature | 特色 |  | |
+| field | 字段 | 栏位 | |
+| file | 文件 |  | |
+| file handle | 文件句柄 |  | |
+| fill pointer | 填充指针 |  | |
+| fineo-grained | 细粒度 |  | |
+| firmware | 固件 |  | |
+| first-class | 第一类的 | 第一级的 | 一等的 |
+| first-class function | 第一级函数 | 第一类函数 | 一等函数 |
+| first-class object | 第一类的对象 | 第一级的对象 | 一等公民 |
+| fixed-point | 不动点 |  | |
+| fixnum | 定长数 | 定点数 | |
+| flag | 标记 |  | |
+| flash | 闪存 |  | |
+| flexibility | 灵活性 |  | |
+| floating-point | 浮点数 |  | |
+| floating-point notation | 浮点数表示法 |  | |
+| flush | 刷新 |  | |
+| fold | 折叠 |  | |
+| font | 字体 |  | |
+| force | 迫使 |  | |
+| form | 形式 |  | |
+| form | 表单 |  | |
+| formal parameter | 形参 |  | |
+| formal relation | 形式关系 |  | |
+| forward | 转发 |  | |
+| fractal | 分形 |  | |
+| fractions | 派系 |  | |
+| framework | 框架 |  | |
+| freeware | 自由软件 |  | |
+| function | 函数 |  | |
+| function literal | 函数字面常量 |  | |
+| function object | 函数对象 |  | |
+| functional arguments | 函数型参数 |  | |
+| functional programming | 函数式编程 |  | |
+| functionality | 功能性 |  | |
+
+### G
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| game | 游戏 |  | |
+| garbage | 垃圾 |  | |
+| garbage collection | 垃圾回收 |  | |
+| garbage collector | 垃圾回收器 |  | |
+| generalized | 泛化 |  | |
+| generalized variable | 广义变量 |  | |
+| generate | 生成 |  | |
+| generator | 生成器 |  | |
+| generic | 通用的 | 泛化的 | |
+| generic algorithm | 通用算法 | 泛型算法 | |
+| generic function | 通用函数 |  | |
+| generic programming | 通用编程 | 泛型编程 | |
+| genrative programming | 生产式编程 |  | |
+| global | 全局的 |  | |
+| global declaration | 全局声明 |  | |
+| glue program | 胶水程序 |  | |
+| goto | 跳转 |  | |
+| graphical user interface, GUI | 图形用户界面 |  | |
+| greatest common divisor | 最大公因数 |  | |
+| Greenspun's tenth rule | 格林斯潘第十定律 |  | |
+
+### H
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| hack | 破解 |  | |
+| hacker | 黑客 |  | |
+| handle | 处理器 | 处理程序 | 句柄 |
+| hard disk | 硬盘 |  | |
+| hardware | 硬件 |  | |
+| hash tables | 哈希表 | 散列表 | |
+| header | 头部 |  | |
+| header file | 头文件 |  | |
+| heap | 堆 |  | |
+| helper | 辅助函数 | 辅助方法 | |
+| heuristic | 启发式 |  | |
+| high-order | 高阶 |  | |
+| higher-order function | 高阶函数 |  | |
+| higher-order procedure | 高阶过程 |  | |
+| hyperlink | 超链接 |  | |
+| HyperText Markup Language, HTML | 超文本标记语言 |  | |
+| HyperText Transfer Protocol, HTTP | 超文本传输协议 |  | |
+
+### I
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| identical | 一致 |  | |
+| identifier | 标识符 |  | |
+| identity | 同一性 |  | |
+| ill type | 类型不正确 |  | |
+| illusion | 错觉 |  | |
+| imperative | 命令式 |  | |
+| imperative programming | 命令式编程 |  | |
+| implement | 实现 |  | |
+| implementation | 实现 |  | |
+| implicit | 隐式 |  | |
+| import | 导入 |  | |
+| incremental testing | 增量测试 |  | |
+| indent | 缩排 | 缩进 | |
+| indentation | 缩排 | 缩进 | |
+| indented | 缩排 | 缩进 | |
+| indention | 缩排 | 缩进 | |
+| infer | 推导 |  | |
+| infinite loop | 无限循环 |  | |
+| infinite recursion | 无限递归 |  | |
+| infinite precision | 无限精度 |  | |
+| infix | 中序 |  | |
+| information | 信息 |  | |
+| information technology, IT | 信息技术 |  | |
+| inheritance | 继承 |  | |
+| initialization | 初始化 |  | |
+| initialize | 初始化 |  | |
+| inline | 内联 |  | |
+| inline expansion | 内联展开 |  | |
+| inner class | 内嵌类 |  | |
+| inner loop | 内层循环 |  | |
+| input | 输入 |  | |
+| instances | 实例 |  | |
+| instantiate | 实例化 |  | |
+| instructive | 教学性的 |  | |
+| instrument | 记录仪 |  | |
+"""
+
+def parse_vocabulary(data: str) -> dict:
+    """解析词汇表"""
+    translations = {}
+    pattern = r'\|\s*([^|]+?)\s*\|\s*([^|]+?)\s*\|\s*([^|]*?)\s*\|\s*([^|]*?)\s*\|'
+    matches = re.findall(pattern, data)
+
+    for english, zh1, zh2, zh3 in matches:
+        english = english.strip()
+        zh1 = zh1.strip()
+
+        if english in ["英文", "**英文**", "---", ""]:
+            continue
+        if zh1 in ["译法 1", ""]:
+            continue
+
+        primary = zh1
+        translations[english] = primary
+
+    return translations
+
+def parse_existing(content_js_path: str) -> set:
+    """解析现有的翻译"""
+    content = Path(content_js_path).read_text(encoding="utf-8")
+    pattern = r'\[\s*`([^`]*)`\s*,\s*`([^`]*)`\s*\]'
+    matches = re.findall(pattern, content)
+    existing = set()
+    for eng, zh in matches:
+        eng = eng.strip()
+        if eng:
+            existing.add(eng)
+    return existing
+
+def escape_js_string(s: str) -> str:
+    """转义 JavaScript 字符串"""
+    return s.replace("\\", "\\\\").replace("`", "\\`").replace("$", "\\$")
+
+def append_translations(content_js_path: str, new_translations: dict, existing: set) -> int:
+    """追加新翻译到 content.js"""
+    to_add = {}
+    for eng, zh in new_translations.items():
+        if eng not in existing and zh:
+            to_add[eng] = zh
+
+    if not to_add:
+        print("没有需要添加的新翻译")
+        return 0
+
+    content = Path(content_js_path).read_text(encoding="utf-8")
+
+    pattern = r'(\s*\][,;]?\s*$)'
+    match = re.search(pattern, content, re.MULTILINE)
+
+    if not match:
+        raise ValueError("无法找到数组结束位置")
+
+    new_entries = ""
+    for eng, zh in sorted(to_add.items()):
+        eng_escaped = escape_js_string(eng)
+        zh_escaped = escape_js_string(zh)
+        new_entries += f"  [`{eng_escaped}`, `{zh_escaped}`],\n"
+
+    insert_pos = match.start()
+    new_content = content[:insert_pos] + ",\n" + new_entries + content[insert_pos:]
+
+    Path(content_js_path).write_text(new_content, encoding="utf-8")
+    print(f"成功添加 {len(to_add)} 条新翻译")
+    return len(to_add)
+
+def validate_syntax(content_js_path: str) -> bool:
+    """验证 JavaScript 语法"""
+    content = Path(content_js_path).read_text(encoding="utf-8")
+    open_brackets = content.count("[")
+    close_brackets = content.count("]")
+    backticks = content.count("`")
+    print(f"语法检查: [ {open_brackets}, ] {close_brackets}, ` {backticks}")
+    if open_brackets == close_brackets and backticks % 2 == 0:
+        print("OK: 语法检查通过")
+        return True
+    else:
+        print("ERROR: 语法检查失败")
+        return False
+
+def main():
+    content_js_path = r"d:\调取\githubCN-main\src\js\content.js"
+
+    print("解析词汇表...")
+    vocab = parse_vocabulary(VOCAB_DATA)
+    print(f"解析到 {len(vocab)} 条词汇")
+
+    print("\n检查现有翻译...")
+    existing = parse_existing(content_js_path)
+    print(f"现有 {len(existing)} 条翻译")
+
+    new_words = set(vocab.keys()) - existing
+    print(f"需要添加 {len(new_words)} 条新翻译")
+
+    new_translations = {k: v for k, v in vocab.items() if k in new_words}
+
+    print("\n添加翻译...")
+    added = append_translations(content_js_path, new_translations, existing)
+
+    if added > 0:
+        print("\n验证语法...")
+        validate_syntax(content_js_path)
+
+    print("\n完成！")
+
+if __name__ == "__main__":
+    main()
diff --git a/parse_vocab2.py b/parse_vocab2.py
new file mode 100644
index 0000000..e89386d
--- /dev/null
+++ b/parse_vocab2.py
@@ -0,0 +1,732 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+从 markdown 词汇表解析并添加到 content.js - 第 2 部分 (J-Z)
+"""
+
+import re
+from pathlib import Path
+
+VOCAB_DATA = """
+### J
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| Java applet | Java 小程序 |  | |
+| JavaScript | JavaScript |  | |
+| join | 联合 | 连接 | |
+| jump | 跳转 |  | |
+| just in time, JIT | 即时编译 |  | |
+
+### K
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| keyword | 关键字 |  | |
+| knapsack problem | 背包问题 |  | |
+
+### L
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| lambda calculus | lambda 演算 |  | |
+| lambda expression | lambda 表达式 |  | |
+| language | 语言 |  | |
+| lazy evaluation | 惰性求值 | 懒求值 | |
+| leaf | 叶 | 叶子 | |
+| left child | 左子节点 |  | |
+| left subtree | 左子树 |  | |
+| level | 层 | 级 | |
+| lexical | 词法 |  | |
+| lexical address | 词法地址 |  | |
+| lexical scoping | 词法作用域 |  | |
+| library | 库 | 程序库 | |
+| life cycle | 生命周期 |  | |
+| lifetime | 生命期 |  | |
+| Lisp | Lisp 语言 |  | |
+| list | 表 | 列表 | |
+| list structure | 表结构 |  | |
+| literal | 字面常量 | 字面量 | |
+| load | 加载 |  | |
+| loader | 加载器 |  | |
+| local | 局部的 |  | |
+| local declaration | 局部声明 |  | |
+| local variable | 局部变量 |  | |
+| logic programming | 逻辑式编程 |  | |
+| loop | 循环 |  | |
+| lower bound | 下界 |  | |
+
+### M
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| machine | 机器 |  | |
+| machine code | 机器码 |  | |
+| machine language | 机器语言 |  | |
+| macro | 宏 |  | |
+| macro expansion | 宏展开 |  | |
+| mail | 邮件 |  | |
+| main | 主 |  | |
+| maintainability | 可维护性 |  | |
+| management | 管理 |  | |
+| manifest | 清单 |  | |
+| mantissa | 尾数 |  | |
+| map | 映射 |  | |
+| matrix | 矩阵 |  | |
+| mean | 均值 |  | |
+| member | 成员 |  | |
+| member function | 成员函数 |  | |
+| memory | 内存 | 存储器 | |
+| message | 消息 |  | |
+| message passing | 消息传递 |  | |
+| meta | 元 |  | |
+| meta-language | 元语言 |  | |
+| meta-circular evaluator | 元循环求值器 |  | |
+| method | 方法 |  | |
+| metric | 度量 |  | |
+| microcode | 微码 |  | |
+| middle-out | 中间展开 |  | |
+| milestone | 里程碑 |  | |
+| millennium bug | 千年虫 |  | |
+| minimum | 最小值 | 极小值 | |
+| mirror | 镜像 |  | |
+| miscellaneous | 杂项 | 其他 | |
+| modeling | 建模 |  | |
+| modeling language | 建模语言 |  | |
+| modem | 调制解调器 |  | |
+| modification | 修改 |  | |
+| module | 模块 |  | |
+| monad | 单子 |  | |
+| monolithic | 单体的 |  | |
+| morphism | 态射 |  | |
+| most general unifier | 最广合一子 |  | |
+| mouse | 鼠标 |  | |
+| multi-method | 多方法 |  | |
+| multiple inheritance | 多重继承 |  | |
+| multiprocessing | 多处理 |  | |
+| multiprogramming | 多道程序设计 |  | |
+| multitasking | 多任务 |  | |
+| multithreading | 多线程 |  | |
+| mutation | 突变 |  | |
+| mutual recursion | 相互递归 |  | |
+
+### N
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| name | 名字 | 名称 | |
+| namespace | 名字空间 | 命名空间 | |
+| native | 原生的 | 本地 | |
+| natural language | 自然语言 |  | |
+| network | 网络 |  | |
+| neural network | 神经网络 |  | |
+| node | 节点 |  | |
+| non-deterministic | 非确定性的 |  | |
+| non-modifying | 非修改的 |  | |
+| non-terminating | 不终止的 |  | |
+| normal form | 范式 |  | |
+| normalization | 规范化 |  | |
+| normalization by evaluation | 求值归一化 |  | |
+| notation | 表示法 | 记法 | |
+| null | 空 |  | |
+| null pointer | 空指针 |  | |
+| number | 数值 | 数字 | |
+| numeric | 数值的 |  | |
+| numerical analysis | 数值分析 |  | |
+| n-ary | n元 |  | |
+| nybble | 半字节 |  | |
+
+### O
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| object | 对象 |  | |
+| object code | 目标码 |  | |
+| object language | 目标语言 |  | |
+| object-oriented | 面向对象 |  | |
+| object-oriented programming, OOP | 面向对象编程 |  | |
+| observe | 观测 |  | |
+| obsolete | 过时 | 废弃 | |
+| occurrence | 出现 | 发生 | |
+| octal | 八进制 |  | |
+| open | 打开 | 开放 | |
+| open world assumption | 开放世界假定 |  | |
+| operand | 操作数 | 运算对象 | |
+| operating system, OS | 操作系统 |  | |
+| operation | 操作 | 运算 | |
+| operator | 操作符 | 运算符 | |
+| opportunistic | 机会式 |  | |
+| optimize | 优化 |  | |
+| order | 阶 | 序 | |
+| ordering | 排序 |  | |
+| origin | 原点 | 起源 | |
+| orthogonality | 正交性 |  | |
+| out of band | 带外 |  | |
+| output | 输出 |  | |
+| overflow | 溢出 | 上溢 | |
+| overload | 重载 |  | |
+| overloading | 重载 |  | |
+| overriding | 覆盖 | 重写 | |
+
+### P
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| package | 包 |  | |
+| padding | 填充 |  | |
+| palindrome | 回文 |  | |
+| parallel | 并行的 |  | |
+| parallelism | 并行性 |  | |
+| parameter | 参数 | 形式参数 | 形参 |
+| parent | 父节点 |  | |
+| parent class | 父类 |  | |
+| parse | 语法分析 | 解析 | |
+| parser | 语法分析器 | 解析器 | |
+| partial | 部分的 | 偏 | |
+| partial application | 部分应用 | 偏应用 | |
+| partial function | 部分函数 | 偏函数 | |
+| partition | 分区 | 划分 | |
+| pass | 传递 |  | |
+| pass by reference | 引用传递 |  | |
+| pass by value | 值传递 |  | |
+| password | 口令 | 密码 | |
+| path | 路径 |  | |
+| pattern | 模式 |  | |
+| pattern matching | 模式匹配 |  | |
+| payload | 有效载荷 |  | |
+| peek | 查看 |  | |
+| performance | 性能 | 表现 | |
+| peripheral | 外设 | 外围设备 | |
+| persistence | 持久化 |  | |
+| persistent | 持久的 |  | |
+| personal computer, PC | 个人计算机 |  | |
+| phase | 阶段 |  | |
+| pixel | 像素 |  | |
+| place | 位 | 位置 | |
+| plain text | 明文 |  | |
+| platform | 平台 |  | |
+| pointer | 指针 |  | |
+| polymorphism | 多态 |  | |
+| pop | 弹出 |  | |
+| port | 端口 |  | |
+| portable | 可移植的 |  | |
+| portability | 可移植性 |  | |
+| position | 位置 |  | |
+| postfix | 后缀 |  | |
+| precedence | 优先级 |  | |
+| precision | 精度 |  | |
+| predicate | 谓词 |  | |
+| prefix | 前缀 |  | |
+| preorder | 前序 |  | |
+| preprocessor | 预处理器 |  | |
+| presentation | 表示 | 展现 | |
+| primitive | 基本的 | 原语 | 基元 |
+| print | 打印 |  | |
+| printer | 打印机 |  | |
+| priority | 优先级 |  | |
+| private | 私有 |  | |
+| probe | 探查 |  | |
+| procedure | 过程 |  | |
+| process | 进程 | 处理 | |
+| processor | 处理器 |  | |
+| product | 乘积 | 积 | |
+| program | 程序 |  | |
+| program counter | 程序计数器 |  | |
+| programmable | 可编程的 |  | |
+| programming | 编程 | 程序设计 | |
+| programming language | 程序设计语言 | 编程语言 | |
+| project | 项目 | 工程 | |
+| projection | 投影 |  | |
+| protocol | 协议 |  | |
+| pseudo | 伪 |  | |
+| pseudo-code | 伪代码 |  | |
+| public | 公有 |  | |
+| push | 压入 |  | |
+| polymorphic | 多态的 |  | |
+| pipeline | 流水线 | 管道 | |
+| pipe | 管道 |  | |
+
+### Q
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| qualified | 受限的 | 限定的 | |
+| quantifier | 量词 |  | |
+| query | 查询 |  | |
+| queue | 队列 |  | |
+| quicksort | 快速排序 |  | |
+
+### R
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| race condition | 竞态条件 |  | |
+| radix | 基数 |  | |
+| random | 随机 |  | |
+| random access memory, RAM | 随机存取存储器 |  | |
+| range | 范围 |  | |
+| rank | 秩 |  | |
+| rational | 有理的 |  | |
+| read | 读 | 读取 | |
+| read only memory, ROM | 只读存储器 |  | |
+| reader | 读取器 |  | |
+| record | 记录 |  | |
+| recursion | 递归 |  | |
+| recursive | 递归的 |  | |
+| redirect | 重定向 |  | |
+| reduce | 归约 |  | |
+| reduction | 归约 |  | |
+| redundant | 冗余 |  | |
+| reference | 引用 | 参考 | |
+| reflection | 反射 |  | |
+| refresh | 刷新 |  | |
+| register | 寄存器 |  | |
+| regular expression | 正则表达式 |  | |
+| relational | 关系的 |  | |
+| release | 发布 | 释放 | |
+| reliability | 可靠性 |  | |
+| relocatable | 可重定位的 |  | |
+| rem | 余 | 取余 | |
+| remote | 远程 |  | |
+| repair | 修复 |  | |
+| repeat | 重复 |  | |
+| repetition | 重复 | 循环 | |
+| representation | 表示法 | 表示 | |
+| requirement | 需求 | 要求 | |
+| reserved word | 保留字 |  | |
+| resolution | 分辨率 | 归结 | |
+| resolver | 解析器 |  | |
+| resource | 资源 |  | |
+| response | 响应 |  | |
+| restoration | 恢复 |  | |
+| restricted | 受限的 |  | |
+| result | 结果 |  | |
+| return | 返回 |  | |
+| reverse | 反转 | 倒序 | |
+| right child | 右子节点 |  | |
+| right subtree | 右子树 |  | |
+| root | 根 |  | |
+| rotate | 旋转 |  | |
+| round | 舍入 |  | |
+| round off | 四舍五入 |  | |
+| route | 路由 |  | |
+| router | 路由器 |  | |
+| routine | 例程 |  | |
+| row | 列 | 行 | |
+| row-major order | 列主序 |  | |
+| RPC | 远程过程调用 |  | |
+| rule | 规则 |  | |
+| runtime | 运行时 | 执行期 | |
+
+### S
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| sandbox | 沙箱 |  | |
+| scalar | 标量 |  | |
+| scope | 作用域 | 范围 | |
+| search | 搜索 | 查找 | |
+| security | 安全性 | 安全 | |
+| seed | 种子 |  | |
+| segment | 段 | 分段 | |
+| selection | 选择 |  | |
+| semantic | 语义 |  | |
+| semantics | 语义学 | 语义 | |
+| sentinel | 哨兵 |  | |
+| sequence | 序列 |  | |
+| sequential | 顺序的 | 串行的 | |
+| serial | 串行 |  | |
+| server | 服务器 |  | |
+| service | 服务 |  | |
+| session | 会话 |  | |
+| set | 集合 |  | |
+| setter | 设置器 |  | |
+| shadow | 遮蔽 |  | |
+| shared | 共享的 |  | |
+| shell | 外壳 | 命令行 | |
+| shift | 移位 | 偏移 | |
+| shortcut | 快捷方式 |  | |
+| sibling | 兄弟节点 |  | |
+| side effect | 副作用 |  | |
+| signal | 信号 |  | |
+| signature | 签名 | 特征 | |
+| simulation | 模拟 | 仿真 | |
+| singleton | 单例 |  | |
+| size | 大小 | 尺寸 | |
+| slice | 切片 |  | |
+| small talk | 聊天 |  | |
+| socket | 套接字 |  | |
+| software | 软件 |  | |
+| source | 源 | 来源 | |
+| source code | 源代码 |  | |
+| source language | 源语言 |  | |
+| specialization | 特化 |  | |
+| stack | 栈 | 堆栈 | |
+| stack overflow | 栈溢出 |  | |
+| statement | 语句 | 陈述 | |
+| static | 静态的 |  | |
+| static binding | 静态绑定 |  | |
+| static scope | 静态作用域 |  | |
+| static type | 静态类型 |  | |
+| status | 状态 |  | |
+| step | 步骤 | 步长 | |
+| storage | 存储 |  | |
+| stream | 流 |  | |
+| string | 字符串 |  | |
+| structure | 结构 |  | |
+| structured programming | 结构化编程 |  | |
+| subclass | 子类 |  | |
+| subexpression | 子表达式 |  | |
+| subroutine | 子例程 |  | |
+| subschema | 子模式 |  | |
+| subsequence | 子序列 |  | |
+| subset | 子集 |  | |
+| substitution | 代入 | 替换 | |
+| subtype | 子类型 |  | |
+| subtree | 子树 |  | |
+| superclass | 超类 | 父类 | |
+| support | 支持 |  | |
+| symbol | 符号 |  | |
+| syntax | 语法 |  | |
+| system | 系统 |  | |
+| system call | 系统调用 |  | |
+
+### T
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| tail | 尾 | 尾部 | |
+| tail recursion | 尾递归 |  | |
+| target | 目标 |  | |
+| task | 任务 |  | |
+| template | 模板 |  | |
+| terminal | 终端 |  | |
+| terminating | 终止的 |  | |
+| termination | 终止 | 结束 | |
+| term rewriting system | 项重写系统 |  | |
+| test | 测试 |  | |
+| testing | 测试 |  | |
+| text | 文本 | 正文 | |
+| theorem | 定理 |  | |
+| theory | 理论 |  | |
+| thread | 线程 |  | |
+| throw | 抛出 | 扔 | |
+| time | 时间 |  | |
+| time-sharing | 分时 |  | |
+| timeout | 超时 |  | |
+| timestamp | 时间戳 |  | |
+| token | 令牌 | 词法单元 | |
+| top-down | 自顶向下 |  | |
+| top-down programming | 自顶向下编程 |  | |
+| topic | 主题 | 话题 | |
+| trailing | 尾部 | 后随 | |
+| transaction | 事务 |  | |
+| transfer | 传送 | 转移 | |
+| transform | 变换 |  | |
+| transformation | 变换 | 转换 | |
+| transition | 过渡 | 变迁 | |
+| translation | 翻译 | 平移 | |
+| transmission | 传输 | 传送 | |
+| transparent | 透明 |  | |
+| tree | 树 |  | |
+| traversal | 遍历 |  | |
+| traverse | 遍历 |  | |
+| tuple | 元组 |  | |
+| Turing machine | 图灵机 |  | |
+| type | 类型 |  | |
+| type checking | 类型检查 |  | |
+| type constructor | 类型构造器 |  | |
+| type error | 类型错误 |  | |
+| type inference | 类型推导 |  | |
+| type system | 类型系统 |  | |
+| typo | 笔误 | 打印错误 | |
+
+### U
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| unary | 一元 |  | |
+| unbound | 未绑定 |  | |
+| undefined | 未定义 |  | |
+| underflow | 下溢 |  | |
+| unification | 合一 | 统一 | |
+| uniform | 一致的 | 均匀 | |
+| union | 并集 | 联合 | |
+| unique | 唯一的 | 独特的 | |
+| unit | 单元 |  | |
+| unit test | 单元测试 |  | |
+| universe | 论域 | 宇宙 | |
+| Unix | Unix 操作系统 |  | |
+| unload | 卸载 |  | |
+| unlock | 解锁 |  | |
+| unpack | 解包 |  | |
+| unsigned | 无符号 |  | |
+| untyped | 无类型 |  | |
+| update | 更新 |  | |
+| upgrade | 升级 |  | |
+| upload | 上传 |  | |
+| URI | 统一资源标识符 |  | |
+| URL | 统一资源定位符 |  | |
+| usability | 可用性 |  | |
+| use case | 用例 |  | |
+| user | 用户 |  | |
+| user interface, UI | 用户界面 |  | |
+| utility | 实用工具 | 实用程序 | |
+
+### V
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| valid | 有效的 |  | |
+| validate | 验证 |  | |
+| value | 值 | 数值 | |
+| variable | 变量 |  | |
+| variance | 协变 | 变体 | |
+| vector | 向量 |  | |
+| verbose | 啰嗦 | 冗长 | |
+| verify | 验证 | 校验 | |
+| version | 版本 |  | |
+| vertex | 顶点 |  | |
+| vertical | 垂直的 |  | |
+| VGA | 视频图形阵列 |  | |
+| virtual | 虚拟的 |  | |
+| virtual function | 虚函数 |  | |
+| virtual machine | 虚拟机 |  | |
+| virtual memory | 虚拟内存 |  | |
+| virus | 病毒 |  | |
+| visibility | 可见性 |  | |
+| visitor | 访问者 |  | |
+| volatile | 易失的 | 不稳定的 | |
+| volume | 卷 | 音量 | |
+
+### W
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| walk | 遍历 | 走查 | |
+| whitespace | 空白 |  | |
+| wide | 宽的 |  | |
+| widget | 小部件 | 组件 | |
+| window | 窗口 |  | |
+| wireless | 无线 |  | |
+| word | 字 | 单词 | |
+| workstation | 工作站 |  | |
+| wrapper | 包装器 |  | |
+| write | 写 | 写入 | |
+
+### X
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| XML | 可扩展标记语言 |  | |
+
+### Y
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| yacc | yacc 编译器 |  | |
+
+### Z
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| zero | 零 |  | |
+| zip | 压缩 | 拉链 | |
+
+### 专业名词
+
+| **英文** | **译法 1** | 译法 2 | 译法 3 |
+|---|---|---|---|
+| A* search algorithm | A*搜索算法 |  | |
+| abstract data type, ADT | 抽象数据类型 |  | |
+| American National Standards Institute, ANSI | 美国国家标准学会 |  | |
+| Advanced Research Projects Agency Network, ARPANET | 阿帕网 |  | |
+| American Standard Code for Information Interchange, ASCII | 美国信息交换标准码 |  | |
+| Asynchronous JavaScript and XML, AJAX | 异步 JavaScript 和 XML |  | |
+| binary-coded decimal, BCD | 二进制编码的十进制 |  | |
+| Basic Combined Programming Language, BCPL | 基本组合编程语言 |  | |
+| Berkeley Software Distribution, BSD | 伯克利软件发行版 |  | |
+| Business Software Alliance, BSA | 商业软件联盟 |  | |
+| Canadian National Standard, CNS | 中国国家标准 |  | |
+| Centronics | Centronics 接口 |  | |
+| Common Business-Oriented Language, COBOL | 面向商业的通用语言 |  | |
+| Common Object Request Broker Architecture, CORBA | 公共对象请求代理体系结构 |  | |
+| Compact Disc Read-Only Memory, CD-ROM | 只读光盘 |  | |
+| Computer Aided Design, CAD | 计算机辅助设计 |  | |
+| Computer Aided Manufacturing, CAM | 计算机辅助制造 |  | |
+| Computer Aided Software Engineering, CASE | 计算机辅助软件工程 |  | |
+| Computer Science, CS | 计算机科学 |  | |
+| Computer Supported Cooperative Work, CSCW | 计算机支持的协同工作 |  | |
+| Digital Video Disc, DVD | 数字视频光盘 |  | |
+| Electronic Numerical Integrator and Computer, ENIAC | 电子数字积分计算机 |  | |
+| European Organization for Nuclear Research, CERN | 欧洲核子研究组织 |  | |
+| Extensible Markup Language, XML | 可扩展标记语言 |  | |
+| Extensible Stylesheet Language, XSL | 可扩展样式表语言 |  | |
+| File Transfer Protocol, FTP | 文件传输协议 |  | |
+| Free Software Foundation, FSF | 自由软件基金会 |  | |
+| GNU General Public License, GPL | GNU 通用公共许可证 |  | |
+| GNU's Not Unix, GNU | GNU 项目 |  | |
+| Graphical User Interface, GUI | 图形用户界面 |  | |
+| HyperText Markup Language, HTML | 超文本标记语言 |  | |
+| HyperText Transfer Protocol, HTTP | 超文本传输协议 |  | |
+| Institute of Electrical and Electronics Engineers, IEEE | 电气和电子工程师协会 |  | |
+| International Business Machines, IBM | 国际商业机器公司 |  | |
+| International Organization for Standardization, ISO | 国际标准化组织 |  | |
+| Internet Corporation for Assigned Names and Numbers, ICANN | 互联网名称与数字地址分配机构 |  | |
+| Internet Message Access Protocol, IMAP | 互联网消息访问协议 |  | |
+| Internet Protocol, IP | 网际协议 |  | |
+| Internet Service Provider, ISP | 互联网服务提供商 |  | |
+| Java 2 Platform Enterprise Edition, J2EE | Java 2 平台企业版 |  | |
+| Java 2 Platform Micro Edition, J2ME | Java 2 平台微型版 |  | |
+| Java 2 Platform Standard Edition, J2SE | Java 2 平台标准版 |  | |
+| JavaScript Object Notation, JSON | JavaScript 对象表示法 |  | |
+| Local Area Network, LAN | 局域网 |  | |
+| Massachusetts Institute of Technology, MIT | 麻省理工学院 |  | |
+| Metropolitan Area Network, MAN | 城域网 |  | |
+| Microsoft Foundation Classes, MFC | 微软基础类库 |  | |
+| Multipurpose Internet Mail Extensions, MIME | 多用途互联网邮件扩展 |  | |
+| MySQL | MySQL 数据库 |  | |
+| National Institute of Standards and Technology, NIST | 美国国家标准与技术研究院 |  | |
+| Object Management Group, OMG | 对象管理组织 |  | |
+| Object Relational Mapping, ORM | 对象关系映射 |  | |
+| Open Database Connectivity, ODBC | 开放数据库连接 |  | |
+| Open Source Initiative, OSI | 开源计划 |  | |
+| Open Systems Interconnection, OSI | 开放系统互连 |  | |
+| Open Virtualization Format, OVF | 开放虚拟化格式 |  | |
+| Perl | Perl 语言 |  | |
+| PHP: Hypertext Preprocessor, PHP | PHP 语言 |  | |
+| Point-to-Point Protocol, PPP | 点对点协议 |  | |
+| Post Office Protocol version 3, POP3 | 邮局协议版本 3 |  | |
+| Python | Python 语言 |  | |
+| Query Language, QL | 查询语言 |  | |
+| Rapid Application Development, RAD | 快速应用开发 |  | |
+| Ruby | Ruby 语言 |  | |
+| Structured Query Language, SQL | 结构化查询语言 |  | |
+| Transmission Control Protocol, TCP | 传输控制协议 |  | |
+| Transport Layer Security, TLS | 传输层安全 |  | |
+| Uniform Resource Identifier, URI | 统一资源标识符 |  | |
+| Uniform Resource Locator, URL | 统一资源定位符 |  | |
+| Universal Serial Bus, USB | 通用串行总线 |  | |
+| Unix-like | 类 Unix |  | |
+| Visual Basic, VB | Visual Basic 语言 |  | |
+| Virtual Reality, VR | 虚拟现实 |  | |
+| Visual Studio, VS | Visual Studio |  | |
+| Wide Area Network, WAN | 广域网 |  | |
+| Wireless Application Protocol, WAP | 无线应用协议 |  | |
+| Wireless Local Area Network, WLAN | 无线局域网 |  | |
+| World Wide Web, WWW | 万维网 |  | |
+| eXtensible Business Reporting Language, XBRL | 可扩展商业报告语言 |  | |
+| eXtensible Markup Language, XML | 可扩展标记语言 |  | |
+| eXtensible Stylesheet Language Transformations, XSLT | 可扩展样式表语言转换 |  | |
+| Zend Engine | Zend 引擎 |  | |
+"""
+
+def parse_vocabulary(data: str) -> dict:
+    """解析词汇表"""
+    translations = {}
+    pattern = r'\|\s*([^|]+?)\s*\|\s*([^|]+?)\s*\|\s*([^|]*?)\s*\|\s*([^|]*?)\s*\|'
+    matches = re.findall(pattern, data)
+
+    for english, zh1, zh2, zh3 in matches:
+        english = english.strip()
+        zh1 = zh1.strip()
+
+        if english in ["英文", "**英文**", "---", ""]:
+            continue
+        if zh1 in ["译法 1", ""]:
+            continue
+
+        primary = zh1
+        translations[english] = primary
+
+    return translations
+
+def parse_existing(content_js_path: str) -> set:
+    """解析现有的翻译"""
+    content = Path(content_js_path).read_text(encoding="utf-8")
+    pattern = r'\[\s*`([^`]*)`\s*,\s*`([^`]*)`\s*\]'
+    matches = re.findall(pattern, content)
+    existing = set()
+    for eng, zh in matches:
+        eng = eng.strip()
+        if eng:
+            existing.add(eng)
+    return existing
+
+def escape_js_string(s: str) -> str:
+    """转义 JavaScript 字符串"""
+    return s.replace("\\", "\\\\").replace("`", "\\`").replace("$", "\\$")
+
+def append_translations(content_js_path: str, new_translations: dict, existing: set) -> int:
+    """追加新翻译到 content.js"""
+    to_add = {}
+    for eng, zh in new_translations.items():
+        if eng not in existing and zh:
+            to_add[eng] = zh
+
+    if not to_add:
+        print("没有需要添加的新翻译")
+        return 0
+
+    content = Path(content_js_path).read_text(encoding="utf-8")
+
+    pattern = r'(\s*\][,;]?\s*$)'
+    match = re.search(pattern, content, re.MULTILINE)
+
+    if not match:
+        raise ValueError("无法找到数组结束位置")
+
+    new_entries = ""
+    for eng, zh in sorted(to_add.items()):
+        eng_escaped = escape_js_string(eng)
+        zh_escaped = escape_js_string(zh)
+        new_entries += f"  [`{eng_escaped}`, `{zh_escaped}`],\n"
+
+    insert_pos = match.start()
+    new_content = content[:insert_pos] + ",\n" + new_entries + content[insert_pos:]
+
+    Path(content_js_path).write_text(new_content, encoding="utf-8")
+    print(f"成功添加 {len(to_add)} 条新翻译")
+    return len(to_add)
+
+def validate_syntax(content_js_path: str) -> bool:
+    """验证 JavaScript 语法"""
+    content = Path(content_js_path).read_text(encoding="utf-8")
+    open_brackets = content.count("[")
+    close_brackets = content.count("]")
+    backticks = content.count("`")
+    print(f"语法检查: [ {open_brackets}, ] {close_brackets}, ` {backticks}")
+    if open_brackets == close_brackets and backticks % 2 == 0:
+        print("OK: 语法检查通过")
+        return True
+    else:
+        print("ERROR: 语法检查失败")
+        return False
+
+def main():
+    content_js_path = r"d:\调取\githubCN-main\src\js\content.js"
+
+    print("解析词汇表 (J-Z)...")
+    vocab = parse_vocabulary(VOCAB_DATA)
+    print(f"解析到 {len(vocab)} 条词汇")
+
+    print("\n检查现有翻译...")
+    existing = parse_existing(content_js_path)
+    print(f"现有 {len(existing)} 条翻译")
+
+    new_words = set(vocab.keys()) - existing
+    print(f"需要添加 {len(new_words)} 条新翻译")
+
+    new_translations = {k: v for k, v in vocab.items() if k in new_words}
+
+    print("\n添加翻译...")
+    added = append_translations(content_js_path, new_translations, existing)
+
+    if added > 0:
+        print("\n验证语法...")
+        validate_syntax(content_js_path)
+
+    print("\n完成！")
+
+if __name__ == "__main__":
+    main()
diff --git a/src/js/content.js b/src/js/content.js
index fd4e7ff..f19c319 100644
--- a/src/js/content.js
+++ b/src/js/content.js
@@ -4,7 +4,7 @@ const allData = [
   [`Issues`, `问题`],
   [`Pull`, `合并`],
   [`request`, `请求`],
-  [`s`, ``],
+  [`s`, `个`],
   [`Marketplace`, `市场`],
   [`Explore`, `探索`],
   [`Following`, `关注者`],
@@ -174,7 +174,7 @@ const allData = [
   [`New to GitHub?`, `刚来 Github？`],
   [`Create an account`, `创建一个账户`],
   [`Forgot password?`, `忘记密码？`],
-  [`Create an account`, ``],
+  [`Create an account`, `创建账户`],
   [
     `Label issues and pull requests for new contributors`,
     `为新的贡献者标记问题和合并请求`,
@@ -185,7 +185,7 @@ const allData = [
   [`Signing in…`, `登录中...`],
   [`Edit repository details`, `编辑仓库详情信息`],
   [`Website`, `网站`],
-  [`Cancer`, `取消`],
+  [`Cancel`, `取消`],
   [`Save changes`, `保存修改`],
   [`Protect this branch`, `保护这个分支`],
   [`Get started with GitHub Actions`, `开始使用 Github Actions`],
@@ -355,14 +355,171 @@ const allData = [
   [`SSH and GPG keys`, `SSH和GPG密钥`],
   [`Cancel changes`, `取消更改`],
   [`Commit changes...`, `提交更改...`],
-  [``, ``],
-  [``, ``],
-  [``, ``],
-  [``, ``],
-  [``, ``],
-  [``, ``],
-  [``, ``],
-  [``, ``],
+  [`Platform`, `平台`],
+  [`Solutions`, `解决方案`],
+  [`Resources`, `资源`],
+  [`Open Source`, `开源`],
+  [`Sign up`, `注册`],
+  [`Enter your email`, `输入你的邮箱`],
+  [`Sign up for GitHub`, `注册 GitHub`],
+  [`Try GitHub Copilot`, `试用 GitHub Copilot`],
+  [`Plan`, `计划`],
+  [`Collaborate`, `协作`],
+  [`Automate`, `自动化`],
+  [`Secure`, `安全`],
+  [`Pause`, `暂停`],
+  [`Pause animation`, `暂停动画`],
+  [`Pause video`, `暂停视频`],
+  [`Explore GitHub Copilot`, `探索 GitHub Copilot`],
+  [`Read customer story`, `阅读客户案例`],
+  [`Read industry report`, `阅读行业报告`],
+  [`Automate your path to production`, `自动化您的生产路径`],
+  [`Explore GitHub Actions`, `探索 GitHub Actions`],
+  [`Code instantly from anywhere`, `随时随地编写代码`],
+  [`Keep momentum on the go`, `随时随地保持动力`],
+  [`Shape your toolchain`, `塑造您的工具链`],
+  [`Explore GitHub Advanced Security`, `探索 GitHub 高级安全`],
+  [`Learn about GitHub Code Security`, `了解 GitHub 代码安全`],
+  [`Learn about Dependabot`, `了解 Dependabot`],
+  [`Learn about GitHub Secret Protection`, `了解 GitHub 密钥保护`],
+  [`Explore GitHub Projects`, `探索 GitHub 项目`],
+  [`Keep track of your tasks`, `跟踪您的任务`],
+  [`Explore GitHub Issues`, `探索 GitHub Issues`],
+  [`Share ideas and ask questions`, `分享想法和提问`],
+  [`Review code changes together`, `一起审查代码更改`],
+  [`Fund open source projects`, `资助开源项目`],
+  [`By industry`, `按行业`],
+  [`By size`, `按规模`],
+  [`By use case`, `按使用场景`],
+  [`Explore customer stories`, `探索客户案例`],
+  [`View all solutions`, `查看所有解决方案`],
+  [`Back to content`, `返回内容`],
+  [`Back to top`, `返回顶部`],
+  [`Go to GitHub homepage`, `前往 GitHub 首页`],
+  [`Subscribe`, `订阅`],
+  [`Features`, `功能`],
+  [`AI`, `人工智能`],
+  [`Roadmap`, `路线图`],
+  [`Compare GitHub`, `比较 GitHub`],
+  [`Developer API`, `开发者 API`],
+  [`Partners`, `合作伙伴`],
+  [`Education`, `教育`],
+  [`GitHub CLI`, `GitHub 命令行`],
+  [`GitHub Desktop`, `GitHub 桌面版`],
+  [`GitHub Mobile`, `GitHub 移动版`],
+  [`GitHub Marketplace`, `GitHub 市场`],
+  [`MCP Registry`, `MCP 注册表`],
+  [`Community Forum`, `社区论坛`],
+  [`Professional Services`, `专业服务`],
+  [`Premium Support`, `高级支持`],
+  [`Skills`, `技能`],
+  [`About`, `关于`],
+  [`Why GitHub`, `为什么选择 GitHub`],
+  [`Customer stories`, `客户案例`],
+  [`The ReadME Project`, `ReadME 项目`],
+  [`Careers`, `招聘`],
+  [`Newsroom`, `新闻中心`],
+  [`Inclusion`, `包容性`],
+  [`Social Impact`, `社会影响力`],
+  [`Sitemap`, `网站地图`],
+  [`What is Git?`, `什么是 Git？`],
+  [`Manage cookies`, `管理 Cookie`],
+  [`Do not share my personal information`, `不要分享我的个人信息`],
+  [`English`, `英语`],
+  [`Select language`, `选择语言`],
+  [`Skip to content`, `跳转到内容`],
+  [`Homepage`, `首页`],
+  [`Contact GitHub Support`, `联系 GitHub 支持`],
+  [`Security and quality`, `安全与质量`],
+  [`master branch`, `master 分支`],
+  [`Go to Branches page`, `前往分支页面`],
+  [`Go to Tags page`, `前往标签页面`],
+  [`Folders and files`, `文件夹和文件`],
+  [`Latest commit`, `最新提交`],
+  [`History`, `历史`],
+  [`Repository files navigation`, `仓库文件导航`],
+  [`Repository files`, `仓库文件`],
+  [`Activity`, `活动`],
+  [`Report repository`, `报告仓库`],
+  [`View license`, `查看许可证`],
+  [`License`, `许可证`],
+  [`Stars`, `星标`],
+  [`Watchers`, `关注者`],
+  [`Forks`, `复刻`],
+  [`Other`, `其他`],
+  [`Community`, `社区`],
+  [`Contact`, `联系`],
+  [`Footer`, `页脚`],
+  [`Footer navigation`, `页脚导航`],
+  [`You must be signed in to change notification settings`, `您必须登录才能更改通知设置`],
+  [`You must be signed in to star a repository`, `您必须登录才能收藏仓库`],
+  [`contributors`, `贡献者`],
+  [`The future of building happens together`, `构建的未来是共同创造的`],
+  [`GitHub features`, `GitHub 功能`],
+  [`GitHub customers`, `GitHub 客户`],
+  [`Accelerate your entire workflow`, `加速您的整个工作流程`],
+  [`Your AI partner everywhere`, `您无处不在的 AI 伙伴`],
+  [`Built-in application security where found means fixed`, `内置应用程序安全，发现即修复`],
+  [`Work together, achieve more`, `携手合作，成就更多`],
+  [`From startups to enterprises, GitHub scales with teams of any size in any industry`, `从初创公司到企业，GitHub 可随任何行业的任何规模团队扩展`],
+  [`Millions of developers and businesses call GitHub home`, `数百万开发者和企业以 GitHub 为家`],
+  [`Footnotes`, `脚注`],
+  [`Site-wide Links`, `全站链接`],
+  [`Subscribe to our developer newsletter`, `订阅我们的开发者通讯`],
+  [`Get tips, technical guides, and best practices. Twice a month.`, `获取技巧、技术指南和最佳实践。每月两次。`],
+  [`Ecosystem`, `生态系统`],
+  [`Support`, `支持`],
+  [`Company`, `公司`],
+  [`Legal and Resource Links`, `法律和资源链接`],
+  [`GitHub's Social Media Links`, `GitHub 的社交媒体链接`],
+  [`GitHub on LinkedIn`, `GitHub 在 LinkedIn 上`],
+  [`GitHub on Instagram`, `GitHub 在 Instagram 上`],
+  [`GitHub on YouTube`, `GitHub 在 YouTube 上`],
+  [`GitHub on X`, `GitHub 在 X 上`],
+  [`GitHub on TikTok`, `GitHub 在 TikTok 上`],
+  [`GitHub on Twitch`, `GitHub 在 Twitch 上`],
+  [`GitHub's organization on GitHub`, `GitHub 在 GitHub 上的组织`],
+  [`Appearance settings`, `外观设置`],
+  [`Code review`, `代码审查`],
+  [`Dependency graph`, `依赖图`],
+  [`Security debt, solved`, `安全债务，已解决`],
+  [`Leverage security campaigns and Copilot Autofix to reduce application vulnerabilities`, `利用安全活动和 Copilot Autofix 减少应用程序漏洞`],
+  [`Dependencies you can depend on`, `您可以信赖的依赖项`],
+  [`Update vulnerable dependencies with supported fixes for breaking changes`, `使用支持的修复程序更新易受攻击的依赖项以应对重大更改`],
+  [`Your secrets, your business`, `您的密钥，您的业务`],
+  [`Detect, prevent, and remediate leaked secrets across your organization`, `在整个组织中检测、预防和修复泄露的密钥`],
+  [`Apply fixes in seconds`, `几秒钟内应用修复`],
+  [`Spend less time debugging and more time building features with Copilot Autofix`, `使用 Copilot Autofix 减少调试时间，将更多时间用于构建功能`],
+  [`Copilot Autofix identifies vulnerable code and provides an explanation, together with a secure code suggestion to remediate the vulnerability`, `Copilot Autofix 识别易受攻击的代码并提供解释，以及修复该漏洞的安全代码建议`],
+  [`MTTR reduction with Copilot Autofix`, `使用 Copilot Autofix 减少平均修复时间`],
+  [`secret leaks stopped in the past 12 months with push protection`, `在过去 12 个月内通过推送保护阻止的密钥泄露`],
+  [`GitHub internal customer data`, `GitHub 内部客户数据`],
+  [`Plan with clarity`, `清晰规划`],
+  [`Organize everything from high-level roadmaps to everyday tasks`, `组织从高级路线图到日常任务的所有内容`],
+  [`Create issues and manage projects with tools that adapt to your code`, `使用适应您代码的工具创建议题和管理项目`],
+  [`Create space for open-ended conversations alongside your project`, `在项目旁边创建开放式对话空间`],
+  [`Assign initial reviews to Copilot for greater speed and quality`, `将初始审查分配给 Copilot 以提高速度和质量`],
+  [`Become an open source partner and support the tools and libraries that power your work`, `成为开源合作伙伴，支持为您的工作提供支持的工具和库`],
+  [`Figma streamlines development and strengthens security`, `Figma 简化开发并增强安全性`],
+  [`Mercedes-Benz standardizes source code and automates onboarding`, `梅赛德斯-奔驰规范源代码并自动化入职流程`],
+  [`Mercado Libre cuts coding time by 50%`, `Mercado Libre 将编码时间缩短 50%`],
+  [`Duolingo boosts developer speed by 25% with GitHub Copilot`, `Duolingo 使用 GitHub Copilot 将开发者速度提高 25%`],
+  [`Gartner Magic Quadrant for AI Code Assistants`, `Gartner AI 代码助手魔力象限`],
+  [`Write, test, and fix code quickly with GitHub Copilot, from simple boilerplate to complex features`, `使用 GitHub Copilot 快速编写、测试和修复代码，从简单的样板代码到复杂功能`],
+  [`Tools and trends evolve, but collaboration endures`, `工具和趋势在演变，但协作永存`],
+  [`With GitHub, developers, agents, and code come together on one platform`, `借助 GitHub，开发者、代理和代码汇聚在一个平台上`],
+  [`From your first line of code to final deployment, GitHub provides AI and automation tools to help you build and ship better software faster`, `从第一行代码到最终部署，GitHub 提供 AI 和自动化工具，帮助您更快地构建和交付更好的软件`],
+  [`Copilot is ready to work with you at each step of the software development lifecycle`, `Copilot 已准备好在软件开发生命周期的每个步骤与您合作`],
+  [`Ship faster with secure, reliable CI/CD`, `通过安全、可靠的 CI/CD 更快地交付`],
+  [`Launch a full, cloud-based development environment in seconds`, `在几秒钟内启动完整的基于云的开发环境`],
+  [`Manage projects and assign tasks to Copilot, all from your mobile device`, `管理项目并向 Copilot 分配任务，一切都从您的移动设备完成`],
+  [`Extend your stack with apps, actions, and AI models`, `使用应用程序、操作和 AI 模型扩展您的技术栈`],
+  [`Use AI to find and fix vulnerabilities so your team can ship more secure software faster`, `使用 AI 查找和修复漏洞，让您的团队更快地交付更安全的软件`],
+  [`From planning and discussion to code review, GitHub keeps your team's conversation and context next to your code`, `从规划和讨论到代码审查，GitHub 将团队的对话和上下文保存在代码旁边`],
+  [`Whether you're scaling your development process or just learning how to code, GitHub is where you belong`, `无论您是在扩展开发流程还是刚刚学习编码，GitHub 都是您的归属`],
+  [`Join the world's most widely adopted developer platform to build the technologies that shape tomorrow`, `加入世界上最广泛使用的开发者平台，构建塑造未来的技术`],
+  [`Change is constant. GitHub keeps you ahead.`, `变革是永恒的。GitHub 让您保持领先。`],
+  [`Linux kernel source tree`, `Linux 内核源代码树`],
 ];
 
 const MutationObserverConfig = {
diff --git a/translate_tool.py b/translate_tool.py
new file mode 100644
index 0000000..8d130a9
--- /dev/null
+++ b/translate_tool.py
@@ -0,0 +1,1223 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+GitHub 自动翻译工具
+功能：
+1. 从可靠数据源获取英语单词（支持英式/美式拼写）
+2. 自动翻译为中文
+3. 去重后添加到 content.js 文件
+4. 验证 JavaScript 语法正确性
+"""
+
+import json
+import re
+import time
+import os
+import sys
+import argparse
+from typing import Dict, List, Tuple, Set, Optional
+from pathlib import Path
+
+import requests
+from requests.adapters import HTTPAdapter
+from urllib3.util.retry import Retry
+
+
+class WordFetcher:
+    """从可靠数据源获取英语单词"""
+
+    WORD_SOURCES = {
+        "github_common": [
+            "repository", "commit", "branch", "merge", "pull", "push", "fork",
+            "clone", "star", "watch", "issue", "pull request", "code review",
+            "workflow", "action", "pipeline", "deployment", "release", "tag",
+            "markdown", "readme", "license", "gitignore", "dockerfile",
+            "contributor", "maintainer", "collaborator", "organization",
+            "dashboard", "insights", "settings", "appearance", "notification",
+            "security", "analysis", "vulnerability", "secret", "dependabot",
+            "environment", "variable", "secret", "runner", "cache", "artifact",
+            "checkout", "matrix", "workflow_dispatch", "schedule", "cron",
+            "milestone", "label", "assignee", "reviewer", "comment",
+            "reaction", "emoji", "thread", "conversation", "mention",
+            "wiki", "discussion", "project", "board", "sprint", "epic",
+            "roadmap", "backlog", "kanban", "gantt", "timeline",
+            "public", "private", "internal", "visibility", "permission",
+            "admin", "write", "read", "triage", "maintain", "owner",
+            "sso", "saml", "oauth", "ssh", "gpg", "2fa", "passkey",
+            "webhook", "api", "graphql", "rest", "endpoint", "payload",
+            "rate limit", "pagination", "cursor", "token", "scope",
+            "github pages", "github actions", "github copilot", "github codespaces",
+            "codespace", "devcontainer", "container", "registry", "package",
+            "npm", "maven", "nuget", "rubygems", "docker", "container",
+            "lfs", "large file storage", "submodule", "subtree",
+            "conflict", "resolve", "rebase", "cherry-pick", "squash",
+            "amend", "reset", "revert", "stash", "checkout",
+            "fetch", "origin", "remote", "upstream", "downstream",
+            "blame", "annotate", "diff", "patch", "compare",
+            "raw", "blame", "history", "permalink", "line range",
+            "snippet", "gist", "template", "boilerplate", "scaffold",
+            "monorepo", "polyrepo", "microservice", "monolith",
+            "semver", "versioning", "changelog", "breaking change",
+            "deprecated", "sunset", "archive", "unarchive",
+            "transfer", "ownership", "rename", "transfer",
+            "sponsor", "sponsorship", "backer", "patron",
+            "badge", "shield", "status", "check", "ci", "cd",
+            "lint", "format", "test", "coverage", "quality",
+            "sonarqube", "codeql", "static analysis", "dynamic analysis",
+            "fuzzing", "penetration testing", "security audit",
+            "cve", "cwe", "exploit", "patch", "hotfix",
+            "feature flag", "a/b testing", "canary", "blue-green",
+            "rollback", "rollout", "deployment strategy",
+            "observability", "monitoring", "alerting", "logging",
+            "metrics", "tracing", "opentelemetry", "slo", "sla",
+            "incident", "postmortem", "root cause", "rca",
+            "blameless", "retrospective", "standup", "sprint",
+            "agile", "scrum", "kanban", "waterfall", "lean",
+            "devops", "devsecops", "shift-left", "shift-right",
+            "infrastructure as code", "terraform", "ansible",
+            "kubernetes", "k8s", "pod", "node", "cluster",
+            "serverless", "lambda", "cloud function", "edge",
+            "cdn", "load balancer", "reverse proxy", "nginx",
+            "ssl", "tls", "certificate", "domain", "dns",
+            "cors", "csrf", "xss", "sql injection", "injection",
+            "authentication", "authorization", "oauth2", "openid",
+            "jwt", "session", "cookie", "local storage",
+            "cache", "cdn", "etag", "last-modified", "expires",
+            "compression", "gzip", "brotli", "minification",
+            "bundler", "webpack", "vite", "rollup", "esbuild",
+            "transpiler", "babel", "typescript", "swc",
+            "polyfill", "shim", "fallback", "graceful degradation",
+            "progressive enhancement", "responsive", "mobile-first",
+            "accessibility", "a11y", "wcag", "aria", "semantic",
+            "internationalization", "i18n", "localization", "l10n",
+            "rtl", "ltr", "unicode", "utf-8", "encoding",
+            "endianness", "big-endian", "little-endian",
+            "serialization", "deserialization", "marshal", "unmarshal",
+            "encoding", "decoding", "encryption", "decryption",
+            "hashing", "checksum", "digest", "signature",
+            "asymmetric", "symmetric", "public key", "private key",
+            "certificate", "ca", "certificate authority",
+            "hsts", "hpkp", "csp", "content security policy",
+            "sri", "subresource integrity", "cors", "preflight",
+            "websocket", "sse", "server-sent events", "long polling",
+            "graphql", "rest", "grpc", "soap", "rpc",
+            "api gateway", "service mesh", "sidecar", "ambassador",
+            "circuit breaker", "retry", "backoff", "exponential",
+            "idempotent", "atomic", "consistent", "available",
+            "partition tolerance", "cap theorem", "acid", "base",
+            "eventual consistency", "strong consistency",
+            "cache invalidation", "cache stampede", "thundering herd",
+            "race condition", "deadlock", "livelock", "starvation",
+            "mutex", "semaphore", "lock", "spinlock",
+            "concurrent", "parallel", "distributed", "decentralized",
+            "centralized", "federated", "peer-to-peer", "p2p",
+            "blockchain", "smart contract", "web3", "dapp",
+            "machine learning", "ml", "ai", "neural network",
+            "deep learning", "llm", "gpt", "transformer",
+            "prompt", "context window", "token", "embedding",
+            "vector database", "rag", "finetuning", "pretraining",
+            "supervised", "unsupervised", "reinforcement learning",
+            "overfitting", "underfitting", "generalization",
+            "feature engineering", "hyperparameter", "epoch", "batch",
+            "gradient descent", "backpropagation", "optimizer",
+            "learning rate", "momentum", "adam", "sgd",
+            "activation function", "relu", "sigmoid", "tanh",
+            "softmax", "dropout", "batch normalization",
+            "convolution", "pooling", "cnn", "rnn", "lstm", "gru",
+            "attention", "self-attention", "multi-head attention",
+            "transformer", "bert", "gpt", "llama", "mistral",
+            "fine-tuning", "lora", "qlora", "prompt engineering",
+            "chain-of-thought", "few-shot", "zero-shot",
+            "agent", "autonomous agent", "multi-agent system",
+            "tool use", "function calling", "retrieval augmented generation",
+            "vector store", "embedding model", "semantic search",
+            "hallucination", "grounding", "fact checking",
+            "alignment", "rlhf", "constitutional ai",
+            "red teaming", "adversarial testing", "prompt injection",
+            "model card", "datasheet", "responsible ai", "ethical ai",
+            "bias", "fairness", "transparency", "accountability",
+            "explainability", "interpretability", "xai",
+            "computer vision", "image recognition", "object detection",
+            "semantic segmentation", "instance segmentation",
+            "natural language processing", "nlp", "text generation",
+            "text classification", "named entity recognition", "ner",
+            "sentiment analysis", "topic modeling", "summarization",
+            "translation", "transliteration", "localization",
+            "speech recognition", "text-to-speech", "tts", "stt",
+            "multimodal", "vision-language", "audio-visual",
+        ],
+        "british_american": [
+            ("color", "colour"),
+            ("center", "centre"),
+            ("defense", "defence"),
+            ("license", "licence"),
+            ("organization", "organisation"),
+            ("realize", "realise"),
+            ("recognize", "recognise"),
+            ("traveled", "travelled"),
+            ("traveling", "travelling"),
+            ("canceled", "cancelled"),
+            ("canceling", "cancelling"),
+            ("favorite", "favourite"),
+            ("behavior", "behaviour"),
+            ("flavor", "flavour"),
+            ("honor", "honour"),
+            ("humor", "humour"),
+            ("labor", "labour"),
+            ("neighbor", "neighbour"),
+            ("apologize", "apologise"),
+            ("customize", "customise"),
+            ("optimize", "optimise"),
+            ("specialize", "specialise"),
+            ("analyze", "analyse"),
+            ("catalog", "catalogue"),
+            ("dialog", "dialogue"),
+            ("draft", "draught"),
+            ("gray", "grey"),
+            ("inquire", "enquire"),
+            ("inquiry", "enquiry"),
+            ("jewelry", "jewellery"),
+            ("judgment", "judgement"),
+            ("kilogram", "kilogramme"),
+            ("liter", "litre"),
+            ("meter", "metre"),
+            ("program", "programme"),
+            ("sabotage", "sabotage"),
+            ("savvy", "savvy"),
+            ("theater", "theatre"),
+            ("tire", "tyre"),
+            ("toward", "towards"),
+            ("whiskey", "whisky"),
+            (" Wool ", " Wool "),
+            ("artifact", "artefact"),
+            ("check", "cheque"),
+            ("curb", "kerb"),
+            ("draft", "draught"),
+            ("mold", "mould"),
+            ("plow", "plough"),
+            ("skeptic", "sceptic"),
+            ("sulfur", "sulphur"),
+        ]
+    }
+
+    def fetch_from_datamuse(self, limit: int = 1000) -> List[str]:
+        """从 Datamuse API 获取常用单词"""
+        words = []
+        try:
+            url = f"https://api.datamuse.com/words?max={limit}&sp=*"
+            response = requests.get(url, timeout=10)
+            response.raise_for_status()
+            data = response.json()
+            words = [item["word"] for item in data if "word" in item]
+            print(f"从 Datamuse 获取到 {len(words)} 个单词")
+        except Exception as e:
+            print(f"Datamuse API 调用失败: {e}")
+        return words
+
+    def fetch_github_terms(self) -> List[str]:
+        """获取 GitHub 相关术语"""
+        return self.WORD_SOURCES.get("github_common", [])
+
+    def fetch_british_american_pairs(self) -> List[Tuple[str, str]]:
+        """获取英式-美式拼写对"""
+        return self.WORD_SOURCES.get("british_american", [])
+
+    def get_all_words(
+        self,
+        include_datamuse: bool = False,
+        datamuse_limit: int = 100,
+        include_github: bool = True,
+        include_british_american: bool = True
+    ) -> Set[str]:
+        """获取所有单词（去重）"""
+        all_words: Set[str] = set()
+
+        if include_github:
+            github_words = self.fetch_github_terms()
+            all_words.update(github_words)
+            print(f"添加了 {len(github_words)} 个 GitHub 相关术语")
+
+        if include_british_american:
+            ba_pairs = self.fetch_british_american_pairs()
+            for us, uk in ba_pairs:
+                all_words.add(us)
+                all_words.add(uk)
+            print(f"添加了 {len(ba_pairs) * 2} 个 英式/美式拼写对")
+
+        if include_datamuse:
+            datamuse_words = self.fetch_from_datamuse(datamuse_limit)
+            all_words.update(datamuse_words)
+            print(f"添加了 {len(datamuse_words)} 个 通用单词")
+
+        return all_words
+
+
+class Translator:
+    """翻译模块 - 使用多个免费翻译 API 和本地词典"""
+
+    LOCAL_DICTIONARY = {
+        "repository": "仓库",
+        "commit": "提交",
+        "branch": "分支",
+        "merge": "合并",
+        "pull": "拉取",
+        "push": "推送",
+        "fork": "复刻",
+        "clone": "克隆",
+        "star": "星标",
+        "watch": "关注",
+        "issue": "问题",
+        "pull request": "合并请求",
+        "code review": "代码评审",
+        "workflow": "工作流程",
+        "action": "动作",
+        "pipeline": "流水线",
+        "deployment": "部署",
+        "release": "发布",
+        "tag": "标签",
+        "markdown": "Markdown",
+        "readme": "自述文件",
+        "license": "许可证",
+        "gitignore": "Git 忽略文件",
+        "dockerfile": "Docker 配置文件",
+        "contributor": "贡献者",
+        "maintainer": "维护者",
+        "collaborator": "合作者",
+        "organization": "组织",
+        "dashboard": "仪表盘",
+        "insights": "统计",
+        "settings": "设置",
+        "appearance": "外观",
+        "notification": "通知",
+        "security": "安全",
+        "analysis": "分析",
+        "vulnerability": "漏洞",
+        "secret": "密钥",
+        "dependabot": "Dependabot",
+        "environment": "环境",
+        "variable": "变量",
+        "runner": "运行器",
+        "cache": "缓存",
+        "artifact": "构件",
+        "checkout": "检出",
+        "matrix": "矩阵",
+        "workflow_dispatch": "工作流调度",
+        "schedule": "调度",
+        "cron": "定时任务",
+        "milestone": "里程碑",
+        "label": "标签",
+        "assignee": "经办人",
+        "reviewer": "审查者",
+        "comment": "评论",
+        "reaction": "回应",
+        "emoji": "表情",
+        "thread": "线程",
+        "conversation": "对话",
+        "mention": "提及",
+        "wiki": "维基",
+        "discussion": "讨论",
+        "project": "项目",
+        "board": "看板",
+        "sprint": "冲刺",
+        "epic": "史诗",
+        "roadmap": "路线图",
+        "backlog": "待办事项",
+        "kanban": "看板",
+        "gantt": "甘特图",
+        "timeline": "时间线",
+        "public": "公开",
+        "private": "私有",
+        "internal": "内部",
+        "visibility": "可见性",
+        "permission": "权限",
+        "admin": "管理员",
+        "write": "写入",
+        "read": "读取",
+        "triage": "分类",
+        "maintain": "维护",
+        "owner": "所有者",
+        "sso": "单点登录",
+        "saml": "安全断言标记语言",
+        "oauth": "开放授权",
+        "ssh": "安全外壳协议",
+        "gpg": "GNU 隐私卫士",
+        "2fa": "双因素认证",
+        "passkey": "通行密钥",
+        "webhook": "Webhook",
+        "api": "应用程序接口",
+        "graphql": "GraphQL",
+        "rest": "REST",
+        "endpoint": "端点",
+        "payload": "负载",
+        "rate limit": "速率限制",
+        "pagination": "分页",
+        "cursor": "游标",
+        "token": "令牌",
+        "scope": "范围",
+        "github pages": "GitHub Pages",
+        "github actions": "GitHub Actions",
+        "github copilot": "GitHub Copilot",
+        "github codespaces": "GitHub Codespaces",
+        "codespace": "云端开发环境",
+        "devcontainer": "开发容器",
+        "container": "容器",
+        "registry": "注册表",
+        "package": "包",
+        "npm": "Node.js 包管理器",
+        "maven": "Maven",
+        "nuget": "NuGet",
+        "rubygems": "RubyGems",
+        "docker": "Docker",
+        "lfs": "大文件存储",
+        "large file storage": "大文件存储",
+        "submodule": "子模块",
+        "subtree": "子树",
+        "conflict": "冲突",
+        "resolve": "解决",
+        "rebase": "变基",
+        "cherry-pick": "遴选",
+        "squash": "压缩",
+        "amend": "修正",
+        "reset": "重置",
+        "revert": "还原",
+        "stash": "暂存",
+        "fetch": "获取",
+        "origin": "源",
+        "remote": "远程",
+        "upstream": "上游",
+        "downstream": "下游",
+        "blame": "追溯",
+        "annotate": "注解",
+        "diff": "差异",
+        "patch": "补丁",
+        "compare": "比较",
+        "raw": "原始",
+        "history": "历史",
+        "permalink": "永久链接",
+        "line range": "行范围",
+        "snippet": "代码片段",
+        "gist": "Gist",
+        "template": "模板",
+        "boilerplate": "样板代码",
+        "scaffold": "脚手架",
+        "monorepo": "单体仓库",
+        "polyrepo": "多仓库",
+        "microservice": "微服务",
+        "monolith": "单体应用",
+        "semver": "语义化版本",
+        "versioning": "版本控制",
+        "changelog": "变更日志",
+        "breaking change": "破坏性变更",
+        "deprecated": "已弃用",
+        "sunset": "终止",
+        "archive": "归档",
+        "unarchive": "取消归档",
+        "transfer": "转移",
+        "ownership": "所有权",
+        "rename": "重命名",
+        "sponsor": "赞助",
+        "sponsorship": "赞助",
+        "backer": "支持者",
+        "patron": "赞助人",
+        "badge": "徽章",
+        "shield": "护盾",
+        "status": "状态",
+        "check": "检查",
+        "ci": "持续集成",
+        "cd": "持续部署",
+        "lint": "代码检查",
+        "format": "格式化",
+        "test": "测试",
+        "coverage": "覆盖率",
+        "quality": "质量",
+        "sonarqube": "SonarQube",
+        "codeql": "CodeQL",
+        "static analysis": "静态分析",
+        "dynamic analysis": "动态分析",
+        "fuzzing": "模糊测试",
+        "penetration testing": "渗透测试",
+        "security audit": "安全审计",
+        "cve": "通用漏洞披露",
+        "cwe": "通用弱点枚举",
+        "exploit": "漏洞利用",
+        "patch": "补丁",
+        "hotfix": "热修复",
+        "feature flag": "功能开关",
+        "a/b testing": "A/B 测试",
+        "canary": "金丝雀发布",
+        "blue-green": "蓝绿部署",
+        "rollback": "回滚",
+        "rollout": "推出",
+        "deployment strategy": "部署策略",
+        "observability": "可观测性",
+        "monitoring": "监控",
+        "alerting": "告警",
+        "logging": "日志",
+        "metrics": "指标",
+        "tracing": "链路追踪",
+        "opentelemetry": "OpenTelemetry",
+        "slo": "服务水平目标",
+        "sla": "服务水平协议",
+        "incident": "事件",
+        "postmortem": "事后复盘",
+        "root cause": "根本原因",
+        "rca": "根本原因分析",
+        "blameless": "无指责",
+        "retrospective": "回顾",
+        "standup": "站会",
+        "agile": "敏捷",
+        "scrum": "Scrum",
+        "waterfall": "瀑布模型",
+        "lean": "精益",
+        "devops": "开发运维一体化",
+        "devsecops": "开发安全运维一体化",
+        "shift-left": "左移",
+        "shift-right": "右移",
+        "infrastructure as code": "基础设施即代码",
+        "terraform": "Terraform",
+        "ansible": "Ansible",
+        "kubernetes": "Kubernetes",
+        "k8s": "K8s",
+        "pod": "Pod",
+        "node": "节点",
+        "cluster": "集群",
+        "serverless": "无服务器",
+        "lambda": "Lambda",
+        "cloud function": "云函数",
+        "edge": "边缘",
+        "cdn": "内容分发网络",
+        "load balancer": "负载均衡器",
+        "reverse proxy": "反向代理",
+        "nginx": "Nginx",
+        "ssl": "安全套接层",
+        "tls": "传输层安全",
+        "certificate": "证书",
+        "domain": "域名",
+        "dns": "域名系统",
+        "cors": "跨域资源共享",
+        "csrf": "跨站请求伪造",
+        "xss": "跨站脚本",
+        "sql injection": "SQL 注入",
+        "injection": "注入",
+        "authentication": "认证",
+        "authorization": "授权",
+        "oauth2": "OAuth 2.0",
+        "openid": "OpenID",
+        "jwt": "JSON Web 令牌",
+        "session": "会话",
+        "cookie": "Cookie",
+        "local storage": "本地存储",
+        "etag": "ETag",
+        "last-modified": "最后修改",
+        "expires": "过期",
+        "compression": "压缩",
+        "gzip": "Gzip",
+        "brotli": "Brotli",
+        "minification": "压缩",
+        "bundler": "打包工具",
+        "webpack": "Webpack",
+        "vite": "Vite",
+        "rollup": "Rollup",
+        "esbuild": "esbuild",
+        "transpiler": "转译器",
+        "babel": "Babel",
+        "typescript": "TypeScript",
+        "swc": "SWC",
+        "polyfill": "Polyfill",
+        "shim": "垫片",
+        "fallback": "降级",
+        "graceful degradation": "优雅降级",
+        "progressive enhancement": "渐进增强",
+        "responsive": "响应式",
+        "mobile-first": "移动优先",
+        "accessibility": "无障碍",
+        "a11y": "无障碍",
+        "wcag": "网页内容无障碍指南",
+        "aria": "无障碍富互联网应用",
+        "semantic": "语义化",
+        "internationalization": "国际化",
+        "i18n": "国际化",
+        "localization": "本地化",
+        "l10n": "本地化",
+        "rtl": "从右到左",
+        "ltr": "从左到右",
+        "unicode": "Unicode",
+        "utf-8": "UTF-8",
+        "encoding": "编码",
+        "decoding": "解码",
+        "endianness": "字节序",
+        "big-endian": "大端",
+        "little-endian": "小端",
+        "serialization": "序列化",
+        "deserialization": "反序列化",
+        "marshal": "编组",
+        "unmarshal": "解组",
+        "encryption": "加密",
+        "decryption": "解密",
+        "hashing": "哈希",
+        "checksum": "校验和",
+        "digest": "摘要",
+        "signature": "签名",
+        "asymmetric": "非对称",
+        "symmetric": "对称",
+        "public key": "公钥",
+        "private key": "私钥",
+        "ca": "证书颁发机构",
+        "certificate authority": "证书颁发机构",
+        "hsts": "HTTP 严格传输安全",
+        "hpkp": "HTTP 公钥固定",
+        "csp": "内容安全策略",
+        "content security policy": "内容安全策略",
+        "sri": "子资源完整性",
+        "subresource integrity": "子资源完整性",
+        "preflight": "预检",
+        "websocket": "WebSocket",
+        "sse": "服务器发送事件",
+        "server-sent events": "服务器发送事件",
+        "long polling": "长轮询",
+        "grpc": "gRPC",
+        "soap": "SOAP",
+        "rpc": "远程过程调用",
+        "api gateway": "API 网关",
+        "service mesh": "服务网格",
+        "sidecar": "边车",
+        "ambassador": "大使",
+        "circuit breaker": "断路器",
+        "retry": "重试",
+        "backoff": "退避",
+        "exponential": "指数",
+        "idempotent": "幂等",
+        "atomic": "原子",
+        "consistent": "一致",
+        "available": "可用",
+        "partition tolerance": "分区容错",
+        "cap theorem": "CAP 定理",
+        "acid": "ACID",
+        "base": "BASE",
+        "eventual consistency": "最终一致性",
+        "strong consistency": "强一致性",
+        "cache invalidation": "缓存失效",
+        "cache stampede": "缓存惊群",
+        "thundering herd": "惊群效应",
+        "race condition": "竞态条件",
+        "deadlock": "死锁",
+        "livelock": "活锁",
+        "starvation": "饥饿",
+        "mutex": "互斥锁",
+        "semaphore": "信号量",
+        "lock": "锁",
+        "spinlock": "自旋锁",
+        "concurrent": "并发",
+        "parallel": "并行",
+        "distributed": "分布式",
+        "decentralized": "去中心化",
+        "centralized": "中心化",
+        "federated": "联邦",
+        "peer-to-peer": "点对点",
+        "p2p": "点对点",
+        "blockchain": "区块链",
+        "smart contract": "智能合约",
+        "web3": "Web3",
+        "dapp": "去中心化应用",
+        "machine learning": "机器学习",
+        "ml": "机器学习",
+        "ai": "人工智能",
+        "neural network": "神经网络",
+        "deep learning": "深度学习",
+        "llm": "大语言模型",
+        "gpt": "生成式预训练Transformer",
+        "transformer": "Transformer",
+        "prompt": "提示词",
+        "context window": "上下文窗口",
+        "token": "令牌",
+        "embedding": "嵌入",
+        "vector database": "向量数据库",
+        "rag": "检索增强生成",
+        "finetuning": "微调",
+        "pretraining": "预训练",
+        "supervised": "有监督",
+        "unsupervised": "无监督",
+        "reinforcement learning": "强化学习",
+        "overfitting": "过拟合",
+        "underfitting": "欠拟合",
+        "generalization": "泛化",
+        "feature engineering": "特征工程",
+        "hyperparameter": "超参数",
+        "epoch": "轮次",
+        "batch": "批次",
+        "gradient descent": "梯度下降",
+        "backpropagation": "反向传播",
+        "optimizer": "优化器",
+        "learning rate": "学习率",
+        "momentum": "动量",
+        "adam": "Adam",
+        "sgd": "随机梯度下降",
+        "activation function": "激活函数",
+        "relu": "ReLU",
+        "sigmoid": "Sigmoid",
+        "tanh": "Tanh",
+        "softmax": "Softmax",
+        "dropout": "Dropout",
+        "batch normalization": "批归一化",
+        "convolution": "卷积",
+        "pooling": "池化",
+        "cnn": "卷积神经网络",
+        "rnn": "循环神经网络",
+        "lstm": "长短期记忆网络",
+        "gru": "门控循环单元",
+        "attention": "注意力",
+        "self-attention": "自注意力",
+        "multi-head attention": "多头注意力",
+        "bert": "BERT",
+        "llama": "Llama",
+        "mistral": "Mistral",
+        "fine-tuning": "微调",
+        "lora": "LoRA",
+        "qlora": "QLoRA",
+        "prompt engineering": "提示词工程",
+        "chain-of-thought": "思维链",
+        "few-shot": "少样本",
+        "zero-shot": "零样本",
+        "agent": "智能体",
+        "autonomous agent": "自主智能体",
+        "multi-agent system": "多智能体系统",
+        "tool use": "工具使用",
+        "function calling": "函数调用",
+        "retrieval augmented generation": "检索增强生成",
+        "vector store": "向量存储",
+        "embedding model": "嵌入模型",
+        "semantic search": "语义搜索",
+        "hallucination": "幻觉",
+        "grounding": "接地",
+        "fact checking": "事实核查",
+        "alignment": "对齐",
+        "rlhf": "基于人类反馈的强化学习",
+        "constitutional ai": "宪法 AI",
+        "red teaming": "红队测试",
+        "adversarial testing": "对抗测试",
+        "prompt injection": "提示词注入",
+        "model card": "模型卡片",
+        "datasheet": "数据表",
+        "responsible ai": "负责任 AI",
+        "ethical ai": "伦理 AI",
+        "bias": "偏见",
+        "fairness": "公平",
+        "transparency": "透明",
+        "accountability": "问责",
+        "explainability": "可解释性",
+        "interpretability": "可理解性",
+        "xai": "可解释 AI",
+        "computer vision": "计算机视觉",
+        "image recognition": "图像识别",
+        "object detection": "目标检测",
+        "semantic segmentation": "语义分割",
+        "instance segmentation": "实例分割",
+        "natural language processing": "自然语言处理",
+        "nlp": "自然语言处理",
+        "text generation": "文本生成",
+        "text classification": "文本分类",
+        "named entity recognition": "命名实体识别",
+        "ner": "命名实体识别",
+        "sentiment analysis": "情感分析",
+        "topic modeling": "主题建模",
+        "summarization": "摘要",
+        "translation": "翻译",
+        "transliteration": "音译",
+        "speech recognition": "语音识别",
+        "text-to-speech": "文本转语音",
+        "tts": "文本转语音",
+        "stt": "语音转文本",
+        "multimodal": "多模态",
+        "vision-language": "视觉-语言",
+        "audio-visual": "音视频",
+        "color": "颜色",
+        "colour": "颜色",
+        "center": "中心",
+        "centre": "中心",
+        "defense": "防御",
+        "defence": "防御",
+        "license": "许可证",
+        "licence": "许可证",
+        "organization": "组织",
+        "organisation": "组织",
+        "realize": "实现",
+        "realise": "实现",
+        "recognize": "识别",
+        "recognise": "识别",
+        "traveled": "旅行过的",
+        "travelled": "旅行过的",
+        "traveling": "旅行的",
+        "travelling": "旅行的",
+        "canceled": "已取消",
+        "cancelled": "已取消",
+        "canceling": "取消中",
+        "cancelling": "取消中",
+        "favorite": "最喜欢的",
+        "favourite": "最喜欢的",
+        "behavior": "行为",
+        "behaviour": "行为",
+        "flavor": "风味",
+        "flavour": "风味",
+        "honor": "荣誉",
+        "honour": "荣誉",
+        "humor": "幽默",
+        "humour": "幽默",
+        "labor": "劳动",
+        "labour": "劳动",
+        "neighbor": "邻居",
+        "neighbour": "邻居",
+        "apologize": "道歉",
+        "apologise": "道歉",
+        "customize": "自定义",
+        "customise": "自定义",
+        "optimize": "优化",
+        "optimise": "优化",
+        "specialize": "专业化",
+        "specialise": "专业化",
+        "analyze": "分析",
+        "analyse": "分析",
+        "catalog": "目录",
+        "catalogue": "目录",
+        "dialog": "对话框",
+        "dialogue": "对话",
+        "draft": "草稿",
+        "draught": "草稿",
+        "gray": "灰色",
+        "grey": "灰色",
+        "inquire": "询问",
+        "enquire": "询问",
+        "inquiry": "查询",
+        "enquiry": "查询",
+        "jewelry": "珠宝",
+        "jewellery": "珠宝",
+        "judgment": "判断",
+        "judgement": "判断",
+        "kilogram": "千克",
+        "kilogramme": "千克",
+        "liter": "升",
+        "litre": "升",
+        "meter": "米",
+        "metre": "米",
+        "program": "程序",
+        "programme": "节目",
+        "theater": "剧院",
+        "theatre": "剧院",
+        "tire": "轮胎",
+        "tyre": "轮胎",
+        "toward": "朝向",
+        "towards": "朝向",
+        "whiskey": "威士忌",
+        "whisky": "威士忌",
+        "artifact": "人工制品",
+        "artefact": "人工制品",
+        "check": "检查",
+        "cheque": "支票",
+        "curb": "路边",
+        "kerb": "路边",
+        "mold": "模具",
+        "mould": "模具",
+        "plow": "犁",
+        "plough": "犁",
+        "skeptic": "怀疑论者",
+        "sceptic": "怀疑论者",
+        "sulfur": "硫",
+        "sulphur": "硫",
+        "sabotage": "破坏",
+        "savvy": "精明的",
+        "artifact": "构件",
+        "artefact": "构件",
+        "continuous integration": "持续集成",
+        "continuous deployment": "持续部署",
+        "code quality": "代码质量",
+        "test coverage": "测试覆盖率",
+        "unit test": "单元测试",
+        "integration test": "集成测试",
+        "end-to-end test": "端到端测试",
+        "e2e test": "端到端测试",
+        "smoke test": "冒烟测试",
+        "regression test": "回归测试",
+        "performance test": "性能测试",
+        "load test": "负载测试",
+        "stress test": "压力测试",
+        "security test": "安全测试",
+        "user acceptance test": "用户验收测试",
+        "uat": "用户验收测试",
+        "bug fix": "修复 bug",
+        "hot fix": "热修复",
+        "cold fix": "冷修复",
+        "feature branch": "功能分支",
+        "release branch": "发布分支",
+        "hotfix branch": "热修复分支",
+        "main branch": "主分支",
+        "master branch": "主分支",
+        "develop branch": "开发分支",
+        "trunk-based development": "基于主干的开发",
+        "git flow": "Git 工作流",
+        "github flow": "GitHub 工作流",
+        "trunk": "主干",
+        "merge conflict": "合并冲突",
+        "merge queue": "合并队列",
+        "squash merge": "压缩合并",
+        "rebase merge": "变基合并",
+        "fast-forward": "快进",
+        "three-way merge": "三方合并",
+    }
+
+    def __init__(self, cache_file: str = "translation_cache.json"):
+        self.cache_file = cache_file
+        self.cache: Dict[str, str] = self._load_cache()
+        self.rate_limit_delay = 0.5
+        self.session = self._create_session()
+
+    def _create_session(self) -> requests.Session:
+        """创建带有重试机制的会话"""
+        session = requests.Session()
+        retry_strategy = Retry(
+            total=3,
+            backoff_factor=1,
+            status_forcelist=[429, 500, 502, 503, 504],
+        )
+        adapter = HTTPAdapter(max_retries=retry_strategy)
+        session.mount("http://", adapter)
+        session.mount("https://", adapter)
+        session.verify = False
+        requests.packages.urllib3.disable_warnings()
+        return session
+
+    def _load_cache(self) -> Dict[str, str]:
+        """加载翻译缓存"""
+        if os.path.exists(self.cache_file):
+            try:
+                with open(self.cache_file, "r", encoding="utf-8") as f:
+                    return json.load(f)
+            except Exception as e:
+                print(f"加载缓存失败: {e}")
+        return {}
+
+    def _save_cache(self) -> None:
+        """保存翻译缓存"""
+        try:
+            with open(self.cache_file, "w", encoding="utf-8") as f:
+                json.dump(self.cache, f, ensure_ascii=False, indent=2)
+        except Exception as e:
+            print(f"保存缓存失败: {e}")
+
+    def translate_local(self, text: str) -> Optional[str]:
+        """使用本地词典翻译"""
+        text_lower = text.lower().strip()
+        return self.LOCAL_DICTIONARY.get(text_lower)
+
+    def translate_mymemory(self, text: str, source: str = "en", target: str = "zh-CN") -> Optional[str]:
+        """使用 MyMemory API 翻译"""
+        try:
+            url = "https://api.mymemory.translated.net/get"
+            params = {
+                "q": text,
+                "langpair": f"{source}|{target}"
+            }
+            response = self.session.get(url, params=params, timeout=10)
+            response.raise_for_status()
+            data = response.json()
+            translation = data.get("responseData", {}).get("translatedText")
+            if translation and translation != text:
+                return translation
+        except Exception as e:
+            print(f"MyMemory 翻译失败: {e}")
+        return None
+
+    def translate_google_free(self, text: str, source: str = "en", target: str = "zh-CN") -> Optional[str]:
+        """使用 Google 免费翻译端点"""
+        try:
+            url = "https://translate.googleapis.com/translate_a/single"
+            params = {
+                "client": "gtx",
+                "sl": source,
+                "tl": target,
+                "dt": "t",
+                "q": text
+            }
+            response = self.session.get(url, params=params, timeout=10)
+            response.raise_for_status()
+            data = response.json()
+            if data and data[0]:
+                translations = [item[0] for item in data[0] if item[0]]
+                return " ".join(translations)
+        except Exception as e:
+            print(f"Google 翻译失败: {e}")
+        return None
+
+    def translate(self, text: str, source: str = "en", target: str = "zh-CN") -> Optional[str]:
+        """翻译文本（优先使用缓存和本地词典）"""
+        text = text.strip()
+        if not text:
+            return None
+
+        cache_key = f"{source}:{target}:{text}"
+        if cache_key in self.cache:
+            return self.cache[cache_key]
+
+        local_translation = self.translate_local(text)
+        if local_translation:
+            self.cache[cache_key] = local_translation
+            self._save_cache()
+            return local_translation
+
+        translation = None
+
+        translation = self.translate_google_free(text, source, target)
+        time.sleep(self.rate_limit_delay)
+
+        if not translation:
+            translation = self.translate_mymemory(text, source, target)
+            time.sleep(self.rate_limit_delay)
+
+        if translation:
+            self.cache[cache_key] = translation
+            self._save_cache()
+
+        return translation
+
+    def translate_batch(self, words: List[str], source: str = "en", target: str = "zh-CN") -> Dict[str, str]:
+        """批量翻译单词"""
+        results: Dict[str, str] = {}
+        total = len(words)
+        for i, word in enumerate(words, 1):
+            print(f"翻译中 ({i}/{total}): {word}", end="\r")
+            translation = self.translate(word, source, target)
+            if translation:
+                results[word] = translation
+            else:
+                print(f"\n警告: 无法翻译 '{word}'")
+        print(f"\n翻译完成，成功 {len(results)}/{total} 个")
+        return results
+
+
+class ContentJSManager:
+    """管理 content.js 文件的读写"""
+
+    def __init__(self, content_js_path: str):
+        self.path = Path(content_js_path)
+        if not self.path.exists():
+            raise FileNotFoundError(f"找不到文件: {content_js_path}")
+
+    def parse_existing_translations(self) -> Dict[str, str]:
+        """解析 content.js 中已有的翻译"""
+        content = self.path.read_text(encoding="utf-8")
+        translations: Dict[str, str] = {}
+
+        pattern = r'\[\s*`([^`]*)`\s*,\s*`([^`]*)`\s*\]'
+        matches = re.findall(pattern, content)
+
+        for english, chinese in matches:
+            english = english.strip()
+            chinese = chinese.strip()
+            if english and english not in translations:
+                translations[english] = chinese
+
+        print(f"解析到 {len(translations)} 条现有翻译")
+        return translations
+
+    def _escape_js_string(self, s: str) -> str:
+        """转义 JavaScript 字符串"""
+        return s.replace("\\", "\\\\").replace("`", "\\`").replace("$", "\\$")
+
+    def append_translations(self, new_translations: Dict[str, str]) -> int:
+        """追加新翻译到 content.js"""
+        existing = self.parse_existing_translations()
+
+        to_add: List[Tuple[str, str]] = []
+        for english, chinese in new_translations.items():
+            english = english.strip()
+            chinese = chinese.strip()
+            if english and chinese and english not in existing:
+                to_add.append((english, chinese))
+
+        if not to_add:
+            print("没有需要添加的新翻译")
+            return 0
+
+        content = self.path.read_text(encoding="utf-8")
+
+        pattern = r'(\s*\][,;]?\s*$)'
+        match = re.search(pattern, content, re.MULTILINE)
+
+        if not match:
+            raise ValueError("无法找到数组结束位置")
+
+        new_entries = ""
+        for english, chinese in to_add:
+            eng_escaped = self._escape_js_string(english)
+            zh_escaped = self._escape_js_string(chinese)
+            if " " in english or len(english.split()) > 1 or "’" in english or "—" in english:
+                new_entries += f"  [`{eng_escaped}`, `{zh_escaped}`],\n"
+            else:
+                new_entries += f"  [`{eng_escaped}`, `{zh_escaped}`],\n"
+
+        insert_pos = match.start()
+        new_content = content[:insert_pos] + ",\n" + new_entries + content[insert_pos:]
+
+        self.path.write_text(new_content, encoding="utf-8")
+        print(f"成功添加 {len(to_add)} 条新翻译")
+        return len(to_add)
+
+    def validate_syntax(self) -> bool:
+        """验证 JavaScript 语法"""
+        try:
+            import subprocess
+            result = subprocess.run(
+                ["node", "--check", str(self.path)],
+                capture_output=True,
+                text=True,
+                timeout=10
+            )
+            if result.returncode == 0:
+                print("OK: JavaScript syntax validation passed")
+                return True
+            else:
+                print(f"ERROR: JavaScript syntax error: {result.stderr}")
+                return False
+        except FileNotFoundError:
+            print("Warning: Node.js not found, skipping syntax validation")
+            content = self.path.read_text(encoding="utf-8")
+            open_brackets = content.count("[")
+            close_brackets = content.count("]")
+            backticks = content.count("`")
+            print(f"Basic syntax check: [ {open_brackets}, ] {close_brackets}, ` {backticks}")
+            if open_brackets == close_brackets and backticks % 2 == 0:
+                print("OK: Basic syntax check passed")
+                return True
+            else:
+                print("ERROR: Basic syntax check failed")
+                return False
+        except Exception as e:
+            print(f"❌ 语法验证失败: {e}")
+            return False
+
+    def sort_translations(self) -> None:
+        """对翻译进行排序（可选）"""
+        content = self.path.read_text(encoding="utf-8")
+
+        pattern = r'(const allData = \[)(.*?)(\];)'
+        match = re.search(pattern, content, re.DOTALL)
+
+        if not match:
+            print("无法找到 allData 数组")
+            return
+
+        array_content = match.group(2)
+        entry_pattern = r'\s*\[\s*`([^`]*)`\s*,\s*`([^`]*)`\s*\],?'
+        entries = re.findall(entry_pattern, array_content)
+
+        seen = set()
+        unique_entries = []
+        for eng, zh in entries:
+            if eng not in seen:
+                seen.add(eng)
+                unique_entries.append((eng, zh))
+
+        unique_entries.sort(key=lambda x: x[0].lower())
+
+        new_array_content = "\n"
+        for eng, zh in unique_entries:
+            eng_escaped = self._escape_js_string(eng)
+            zh_escaped = self._escape_js_string(zh)
+            new_array_content += f"  [`{eng_escaped}`, `{zh_escaped}`],\n"
+
+        new_content = match.group(1) + new_array_content + match.group(3) + content[match.end():]
+
+        self.path.write_text(new_content, encoding="utf-8")
+        print(f"已排序，共 {len(unique_entries)} 条翻译")
+
+
+def main():
+    parser = argparse.ArgumentParser(description="GitHub 自动翻译工具")
+    parser.add_argument("--content-js", default="src/js/content.js", help="content.js 文件路径")
+    parser.add_argument("--datamuse", action="store_true", help="是否从 Datamuse 获取通用单词")
+    parser.add_argument("--datamuse-limit", type=int, default=100, help="Datamuse 获取单词数量")
+    parser.add_argument("--no-github", action="store_true", help="不包含 GitHub 相关术语")
+    parser.add_argument("--no-ba", action="store_true", help="不包含英式/美式拼写对")
+    parser.add_argument("--dry-run", action="store_true", help="只显示将要添加的翻译，不写入文件")
+    parser.add_argument("--sort", action="store_true", help="对现有翻译进行排序")
+    parser.add_argument("--validate-only", action="store_true", help="仅验证语法")
+    parser.add_argument("--custom-words", nargs="*", help="自定义要翻译的单词列表")
+    parser.add_argument("--cache-file", default="translation_cache.json", help="翻译缓存文件路径")
+    parser.add_argument("--yes", "-y", action="store_true", help="跳过确认提示，自动执行")
+
+    args = parser.parse_args()
+
+    content_js_path = Path(args.content_js)
+    if not content_js_path.is_absolute():
+        content_js_path = Path.cwd() / content_js_path
+
+    manager = ContentJSManager(str(content_js_path))
+
+    if args.validate_only:
+        manager.validate_syntax()
+        return
+
+    if args.sort:
+        manager.sort_translations()
+        manager.validate_syntax()
+        return
+
+    print("=" * 60)
+    print("GitHub 自动翻译工具")
+    print("=" * 60)
+
+    fetcher = WordFetcher()
+    translator = Translator(cache_file=args.cache_file)
+
+    words_to_translate: Set[str] = set()
+
+    if args.custom_words:
+        words_to_translate.update(args.custom_words)
+        print(f"添加了 {len(args.custom_words)} 个自定义单词")
+    else:
+        words_to_translate = fetcher.get_all_words(
+            include_datamuse=args.datamuse,
+            datamuse_limit=args.datamuse_limit,
+            include_github=not args.no_github,
+            include_british_american=not args.no_ba
+        )
+
+    existing = manager.parse_existing_translations()
+    new_words = [w for w in words_to_translate if w not in existing]
+
+    print(f"\n总单词数: {len(words_to_translate)}")
+    print(f"已有翻译: {len(words_to_translate) - len(new_words)}")
+    print(f"需要翻译: {len(new_words)}")
+
+    if not new_words:
+        print("\n没有需要翻译的新单词！")
+        return
+
+    if not args.yes:
+        confirm = input(f"\n是否开始翻译 {len(new_words)} 个单词？(y/n): ").lower()
+        if confirm != "y":
+            print("已取消")
+            return
+    else:
+        print(f"\n自动确认翻译 {len(new_words)} 个单词")
+
+    print("\n开始翻译...")
+    translations = translator.translate_batch(new_words)
+
+    if args.dry_run:
+        print("\n=== 预览（不写入文件）===")
+        for eng, zh in sorted(translations.items()):
+            print(f"  [`{eng}`, `{zh}`],")
+        print(f"\n共 {len(translations)} 条翻译将被添加")
+        return
+
+    added = manager.append_translations(translations)
+
+    if added > 0:
+        manager.validate_syntax()
+
+    print("\n" + "=" * 60)
+    print(f"任务完成！添加了 {added} 条新翻译")
+    print("=" * 60)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/translation_cache.json b/translation_cache.json
new file mode 100644
index 0000000..49d9b95
--- /dev/null
+++ b/translation_cache.json
@@ -0,0 +1,572 @@
+{
+  "en:zh-CN:machine learning": "机器学习",
+  "en:zh-CN:code review": "代码评审",
+  "en:zh-CN:pull request": "pull请求",
+  "en:zh-CN:continuous integration": "持續整合",
+  "en:zh-CN:kubernetes": "Kubernetes",
+  "en:zh-CN:devops": "开发运维一体化",
+  "en:zh-CN:content security policy": "内容安全策略",
+  "en:zh-CN:sulfur": "硫",
+  "en:zh-CN:discussion": "讨论",
+  "en:zh-CN:liter": "升",
+  "en:zh-CN:security": "安全",
+  "en:zh-CN:inquiry": "查询",
+  "en:zh-CN:submodule": "子模块",
+  "en:zh-CN:skeptic": "怀疑论者",
+  "en:zh-CN:standup": "站会",
+  "en:zh-CN:cache invalidation": "缓存失效",
+  "en:zh-CN:travelled": "旅行过的",
+  "en:zh-CN:self-attention": "自注意力",
+  "en:zh-CN:analyse": "分析",
+  "en:zh-CN:cheque": "支票",
+  "en:zh-CN:origin": "源",
+  "en:zh-CN:few-shot": "少样本",
+  "en:zh-CN:hotfix": "热修复",
+  "en:zh-CN:permission": "权限",
+  "en:zh-CN:tts": "文本转语音",
+  "en:zh-CN:blameless": "无指责",
+  "en:zh-CN:docker": "Docker",
+  "en:zh-CN:ai": "人工智能",
+  "en:zh-CN:collaborator": "合作者",
+  "en:zh-CN:cherry-pick": "遴选",
+  "en:zh-CN:canceled": "已取消",
+  "en:zh-CN:snippet": "代码片段",
+  "en:zh-CN:deprecated": "已弃用",
+  "en:zh-CN:center": "中心",
+  "en:zh-CN:github pages": "GitHub Pages",
+  "en:zh-CN:ethical ai": "伦理 AI",
+  "en:zh-CN:ssl": "安全套接层",
+  "en:zh-CN:enquiry": "查询",
+  "en:zh-CN:vulnerability": "漏洞",
+  "en:zh-CN:archive": "归档",
+  "en:zh-CN:pull": "拉取",
+  "en:zh-CN:codeql": "CodeQL",
+  "en:zh-CN:bias": "偏见",
+  "en:zh-CN:qlora": "QLoRA",
+  "en:zh-CN:progressive enhancement": "渐进增强",
+  "en:zh-CN:fairness": "公平",
+  "en:zh-CN:wiki": "维基",
+  "en:zh-CN:catalogue": "目录",
+  "en:zh-CN:csp": "内容安全策略",
+  "en:zh-CN:graphql": "GraphQL",
+  "en:zh-CN:fetch": "获取",
+  "en:zh-CN:unicode": "Unicode",
+  "en:zh-CN:wcag": "网页内容无障碍指南",
+  "en:zh-CN:decryption": "解密",
+  "en:zh-CN:cors": "跨域资源共享",
+  "en:zh-CN:mobile-first": "移动优先",
+  "en:zh-CN:big-endian": "大端",
+  "en:zh-CN:nuget": "NuGet",
+  "en:zh-CN:semantic": "语义化",
+  "en:zh-CN:authentication": "认证",
+  "en:zh-CN:admin": "管理员",
+  "en:zh-CN:lint": "代码检查",
+  "en:zh-CN:monolith": "单体应用",
+  "en:zh-CN:reviewer": "审查者",
+  "en:zh-CN:available": "可用",
+  "en:zh-CN:deadlock": "死锁",
+  "en:zh-CN:federated": "联邦",
+  "en:zh-CN:cron": "定时任务",
+  "en:zh-CN:readme": "自述文件",
+  "en:zh-CN:devsecops": "开发安全运维一体化",
+  "en:zh-CN:signature": "签名",
+  "en:zh-CN:function calling": "函数调用",
+  "en:zh-CN:theater": "剧院",
+  "en:zh-CN:accessibility": "无障碍",
+  "en:zh-CN:kilogram": "千克",
+  "en:zh-CN:vision-language": "视觉-语言",
+  "en:zh-CN:lambda": "Lambda",
+  "en:zh-CN:graceful degradation": "优雅降级",
+  "en:zh-CN:template": "模板",
+  "en:zh-CN:tag": "标签",
+  "en:zh-CN:node": "节点",
+  "en:zh-CN:thundering herd": "惊群效应",
+  "en:zh-CN:lstm": "长短期记忆网络",
+  "en:zh-CN:openid": "OpenID",
+  "en:zh-CN:settings": "设置",
+  "en:zh-CN:cursor": "游标",
+  "en:zh-CN:grounding": "接地",
+  "en:zh-CN:sigmoid": "Sigmoid",
+  "en:zh-CN:checkout": "检出",
+  "en:zh-CN:sso": "单点登录",
+  "en:zh-CN:endpoint": "端点",
+  "en:zh-CN:datasheet": "数据表",
+  "en:zh-CN:alerting": "告警",
+  "en:zh-CN:tracing": "链路追踪",
+  "en:zh-CN:downstream": "下游",
+  "en:zh-CN:nginx": "Nginx",
+  "en:zh-CN:retrospective": "回顾",
+  "en:zh-CN:centralized": "中心化",
+  "en:zh-CN:underfitting": "欠拟合",
+  "en:zh-CN:contributor": "贡献者",
+  "en:zh-CN:traveling": "旅行的",
+  "en:zh-CN:explainability": "可解释性",
+  "en:zh-CN:api": "应用程序接口",
+  "en:zh-CN:blame": "追溯",
+  "en:zh-CN:observability": "可观测性",
+  "en:zh-CN:brotli": "Brotli",
+  "en:zh-CN:reaction": "回应",
+  "en:zh-CN:container": "容器",
+  "en:zh-CN:cache": "缓存",
+  "en:zh-CN:named entity recognition": "命名实体识别",
+  "en:zh-CN:llm": "大语言模型",
+  "en:zh-CN:cnn": "卷积神经网络",
+  "en:zh-CN:recognize": "识别",
+  "en:zh-CN:semaphore": "信号量",
+  "en:zh-CN:notification": "通知",
+  "en:zh-CN:jewelry": "珠宝",
+  "en:zh-CN:cdn": "内容分发网络",
+  "en:zh-CN:whisky": "威士忌",
+  "en:zh-CN:long polling": "长轮询",
+  "en:zh-CN:slo": "服务水平目标",
+  "en:zh-CN:shield": "护盾",
+  "en:zh-CN:llama": "Llama",
+  "en:zh-CN:favourite": "最喜欢的",
+  "en:zh-CN:patch": "补丁",
+  "en:zh-CN:pod": "Pod",
+  "en:zh-CN:smart contract": "智能合约",
+  "en:zh-CN:image recognition": "图像识别",
+  "en:zh-CN:passkey": "通行密钥",
+  "en:zh-CN:oauth2": "OAuth 2.0",
+  "en:zh-CN:private key": "私钥",
+  "en:zh-CN:ml": "机器学习",
+  "en:zh-CN:serialization": "序列化",
+  "en:zh-CN:a11y": "无障碍",
+  "en:zh-CN:lfs": "大文件存储",
+  "en:zh-CN:watch": "关注",
+  "en:zh-CN:optimize": "优化",
+  "en:zh-CN:waterfall": "瀑布模型",
+  "en:zh-CN:utf-8": "UTF-8",
+  "en:zh-CN:feature engineering": "特征工程",
+  "en:zh-CN:large file storage": "大文件存储",
+  "en:zh-CN:decoding": "解码",
+  "en:zh-CN:p2p": "点对点",
+  "en:zh-CN:environment": "环境",
+  "en:zh-CN:organization": "组织",
+  "en:zh-CN:batch": "批次",
+  "en:zh-CN:tls": "传输层安全",
+  "en:zh-CN:vector database": "向量数据库",
+  "en:zh-CN:customise": "自定义",
+  "en:zh-CN:canceling": "取消中",
+  "en:zh-CN:2fa": "双因素认证",
+  "en:zh-CN:prompt injection": "提示词注入",
+  "en:zh-CN:sentiment analysis": "情感分析",
+  "en:zh-CN:mould": "模具",
+  "en:zh-CN:label": "标签",
+  "en:zh-CN:gpt": "生成式预训练Transformer",
+  "en:zh-CN:apologise": "道歉",
+  "en:zh-CN:session": "会话",
+  "en:zh-CN:babel": "Babel",
+  "en:zh-CN:bundler": "打包工具",
+  "en:zh-CN:race condition": "竞态条件",
+  "en:zh-CN:kanban": "看板",
+  "en:zh-CN:sprint": "冲刺",
+  "en:zh-CN:generalization": "泛化",
+  "en:zh-CN:shift-right": "右移",
+  "en:zh-CN:sunset": "终止",
+  "en:zh-CN:litre": "升",
+  "en:zh-CN:fallback": "降级",
+  "en:zh-CN:text generation": "文本生成",
+  "en:zh-CN:last-modified": "最后修改",
+  "en:zh-CN:adversarial testing": "对抗测试",
+  "en:zh-CN:payload": "负载",
+  "en:zh-CN:merge": "合并",
+  "en:zh-CN:hsts": "HTTP 严格传输安全",
+  "en:zh-CN:private": "私有",
+  "en:zh-CN:clone": "克隆",
+  "en:zh-CN:dockerfile": "Docker 配置文件",
+  "en:zh-CN:semantic search": "语义搜索",
+  "en:zh-CN:sulphur": "硫",
+  "en:zh-CN:security audit": "安全审计",
+  "en:zh-CN:stash": "暂存",
+  "en:zh-CN:xai": "可解释 AI",
+  "en:zh-CN:sse": "服务器发送事件",
+  "en:zh-CN:preflight": "预检",
+  "en:zh-CN:prompt engineering": "提示词工程",
+  "en:zh-CN:flavor": "风味",
+  "en:zh-CN:symmetric": "对称",
+  "en:zh-CN:conflict": "冲突",
+  "en:zh-CN:rtl": "从右到左",
+  "en:zh-CN:gradient descent": "梯度下降",
+  "en:zh-CN:breaking change": "破坏性变更",
+  "en:zh-CN:badge": "徽章",
+  "en:zh-CN:terraform": "Terraform",
+  "en:zh-CN:defense": "防御",
+  "en:zh-CN:permalink": "永久链接",
+  "en:zh-CN:gzip": "Gzip",
+  "en:zh-CN:esbuild": "esbuild",
+  "en:zh-CN:commit": "提交",
+  "en:zh-CN:ansible": "Ansible",
+  "en:zh-CN:unarchive": "取消归档",
+  "en:zh-CN:project": "项目",
+  "en:zh-CN:organisation": "组织",
+  "en:zh-CN:transformer": "Transformer",
+  "en:zh-CN:agent": "智能体",
+  "en:zh-CN:kerb": "路边",
+  "en:zh-CN:compare": "比较",
+  "en:zh-CN:idempotent": "幂等",
+  "en:zh-CN:shift-left": "左移",
+  "en:zh-CN:comment": "评论",
+  "en:zh-CN:parallel": "并行",
+  "en:zh-CN:backoff": "退避",
+  "en:zh-CN:cve": "通用漏洞披露",
+  "en:zh-CN:load balancer": "负载均衡器",
+  "en:zh-CN:partition tolerance": "分区容错",
+  "en:zh-CN:meter": "米",
+  "en:zh-CN:instance segmentation": "实例分割",
+  "en:zh-CN:dialog": "对话框",
+  "en:zh-CN:emoji": "表情",
+  "en:zh-CN:coverage": "覆盖率",
+  "en:zh-CN:honor": "荣誉",
+  "en:zh-CN:amend": "修正",
+  "en:zh-CN:multi-head attention": "多头注意力",
+  "en:zh-CN:subresource integrity": "子资源完整性",
+  "en:zh-CN:gist": "Gist",
+  "en:zh-CN:dialogue": "对话",
+  "en:zh-CN:write": "写入",
+  "en:zh-CN:multi-agent system": "多智能体系统",
+  "en:zh-CN:sgd": "随机梯度下降",
+  "en:zh-CN:towards": "朝向",
+  "en:zh-CN:webpack": "Webpack",
+  "en:zh-CN:aria": "无障碍富互联网应用",
+  "en:zh-CN:sceptic": "怀疑论者",
+  "en:zh-CN:stt": "语音转文本",
+  "en:zh-CN:npm": "Node.js 包管理器",
+  "en:zh-CN:repository": "仓库",
+  "en:zh-CN:scaffold": "脚手架",
+  "en:zh-CN:inquire": "询问",
+  "en:zh-CN:endianness": "字节序",
+  "en:zh-CN:localization": "本地化",
+  "en:zh-CN:issue": "问题",
+  "en:zh-CN:checksum": "校验和",
+  "en:zh-CN:package": "包",
+  "en:zh-CN:monorepo": "单体仓库",
+  "en:zh-CN:static analysis": "静态分析",
+  "en:zh-CN:oauth": "开放授权",
+  "en:zh-CN:licence": "许可证",
+  "en:zh-CN:hpkp": "HTTP 公钥固定",
+  "en:zh-CN:ltr": "从左到右",
+  "en:zh-CN:apologize": "道歉",
+  "en:zh-CN:humor": "幽默",
+  "en:zh-CN:shim": "垫片",
+  "en:zh-CN:transparency": "透明",
+  "en:zh-CN:pagination": "分页",
+  "en:zh-CN:model card": "模型卡片",
+  "en:zh-CN:text classification": "文本分类",
+  "en:zh-CN:format": "格式化",
+  "en:zh-CN:digest": "摘要",
+  "en:zh-CN:release": "发布",
+  "en:zh-CN:finetuning": "微调",
+  "en:zh-CN:compression": "压缩",
+  "en:zh-CN:enquire": "询问",
+  "en:zh-CN:github actions": "GitHub Actions",
+  "en:zh-CN:patron": "赞助人",
+  "en:zh-CN:agile": "敏捷",
+  "en:zh-CN:rubygems": "RubyGems",
+  "en:zh-CN:api gateway": "API 网关",
+  "en:zh-CN:judgement": "判断",
+  "en:zh-CN:Wool": "羊毛",
+  "en:zh-CN:batch normalization": "批归一化",
+  "en:zh-CN:tire": "轮胎",
+  "en:zh-CN:attention": "注意力",
+  "en:zh-CN:secret": "密钥",
+  "en:zh-CN:constitutional ai": "宪法 AI",
+  "en:zh-CN:i18n": "国际化",
+  "en:zh-CN:overfitting": "过拟合",
+  "en:zh-CN:accountability": "问责",
+  "en:zh-CN:cookie": "Cookie",
+  "en:zh-CN:canary": "金丝雀发布",
+  "en:zh-CN:metrics": "指标",
+  "en:zh-CN:opentelemetry": "OpenTelemetry",
+  "en:zh-CN:lock": "锁",
+  "en:zh-CN:pooling": "池化",
+  "en:zh-CN:atomic": "原子",
+  "en:zh-CN:reinforcement learning": "强化学习",
+  "en:zh-CN:recognise": "识别",
+  "en:zh-CN:feature flag": "功能开关",
+  "en:zh-CN:semantic segmentation": "语义分割",
+  "en:zh-CN:registry": "注册表",
+  "en:zh-CN:subtree": "子树",
+  "en:zh-CN:monitoring": "监控",
+  "en:zh-CN:exponential": "指数",
+  "en:zh-CN:line range": "行范围",
+  "en:zh-CN:reverse proxy": "反向代理",
+  "en:zh-CN:public key": "公钥",
+  "en:zh-CN:injection": "注入",
+  "en:zh-CN:ownership": "所有权",
+  "en:zh-CN:text-to-speech": "文本转语音",
+  "en:zh-CN:rag": "检索增强生成",
+  "en:zh-CN:retrieval augmented generation": "检索增强生成",
+  "en:zh-CN:chain-of-thought": "思维链",
+  "en:zh-CN:deployment": "部署",
+  "en:zh-CN:convolution": "卷积",
+  "en:zh-CN:labor": "劳动",
+  "en:zh-CN:supervised": "有监督",
+  "en:zh-CN:realize": "实现",
+  "en:zh-CN:revert": "还原",
+  "en:zh-CN:ci": "持续集成",
+  "en:zh-CN:summarization": "摘要",
+  "en:zh-CN:fine-tuning": "微调",
+  "en:zh-CN:red teaming": "红队测试",
+  "en:zh-CN:appearance": "外观",
+  "en:zh-CN:customize": "自定义",
+  "en:zh-CN:mold": "模具",
+  "en:zh-CN:centre": "中心",
+  "en:zh-CN:maven": "Maven",
+  "en:zh-CN:realise": "实现",
+  "en:zh-CN:tool use": "工具使用",
+  "en:zh-CN:authorization": "授权",
+  "en:zh-CN:epoch": "轮次",
+  "en:zh-CN:domain": "域名",
+  "en:zh-CN:unsupervised": "无监督",
+  "en:zh-CN:topic modeling": "主题建模",
+  "en:zh-CN:minification": "压缩",
+  "en:zh-CN:roadmap": "路线图",
+  "en:zh-CN:remote": "远程",
+  "en:zh-CN:swc": "SWC",
+  "en:zh-CN:fork": "复刻",
+  "en:zh-CN:sabotage": "破坏",
+  "en:zh-CN:exploit": "漏洞利用",
+  "en:zh-CN:dynamic analysis": "动态分析",
+  "en:zh-CN:resolve": "解决",
+  "en:zh-CN:sonarqube": "SonarQube",
+  "en:zh-CN:polyrepo": "多仓库",
+  "en:zh-CN:whiskey": "威士忌",
+  "en:zh-CN:vite": "Vite",
+  "en:zh-CN:changelog": "变更日志",
+  "en:zh-CN:matrix": "矩阵",
+  "en:zh-CN:optimise": "优化",
+  "en:zh-CN:gpg": "GNU 隐私卫士",
+  "en:zh-CN:assignee": "经办人",
+  "en:zh-CN:little-endian": "小端",
+  "en:zh-CN:gru": "门控循环单元",
+  "en:zh-CN:color": "颜色",
+  "en:zh-CN:encryption": "加密",
+  "en:zh-CN:distributed": "分布式",
+  "en:zh-CN:kilogramme": "千克",
+  "en:zh-CN:translation": "翻译",
+  "en:zh-CN:flavour": "风味",
+  "en:zh-CN:cluster": "集群",
+  "en:zh-CN:unmarshal": "解组",
+  "en:zh-CN:edge": "边缘",
+  "en:zh-CN:encoding": "编码",
+  "en:zh-CN:autonomous agent": "自主智能体",
+  "en:zh-CN:dashboard": "仪表盘",
+  "en:zh-CN:mistral": "Mistral",
+  "en:zh-CN:transfer": "转移",
+  "en:zh-CN:pipeline": "流水线",
+  "en:zh-CN:status": "状态",
+  "en:zh-CN:program": "程序",
+  "en:zh-CN:markdown": "Markdown",
+  "en:zh-CN:soap": "SOAP",
+  "en:zh-CN:annotate": "注解",
+  "en:zh-CN:strong consistency": "强一致性",
+  "en:zh-CN:blue-green": "蓝绿部署",
+  "en:zh-CN:logging": "日志",
+  "en:zh-CN:cwe": "通用弱点枚举",
+  "en:zh-CN:tanh": "Tanh",
+  "en:zh-CN:zero-shot": "零样本",
+  "en:zh-CN:branch": "分支",
+  "en:zh-CN:k8s": "K8s",
+  "en:zh-CN:penetration testing": "渗透测试",
+  "en:zh-CN:pretraining": "预训练",
+  "en:zh-CN:multimodal": "多模态",
+  "en:zh-CN:cloud function": "云函数",
+  "en:zh-CN:star": "星标",
+  "en:zh-CN:traveled": "旅行过的",
+  "en:zh-CN:behaviour": "行为",
+  "en:zh-CN:timeline": "时间线",
+  "en:zh-CN:certificate": "证书",
+  "en:zh-CN:embedding model": "嵌入模型",
+  "en:zh-CN:concurrent": "并发",
+  "en:zh-CN:server-sent events": "服务器发送事件",
+  "en:zh-CN:rebase": "变基",
+  "en:zh-CN:rate limit": "速率限制",
+  "en:zh-CN:eventual consistency": "最终一致性",
+  "en:zh-CN:rlhf": "基于人类反馈的强化学习",
+  "en:zh-CN:owner": "所有者",
+  "en:zh-CN:judgment": "判断",
+  "en:zh-CN:jwt": "JSON Web 令牌",
+  "en:zh-CN:context window": "上下文窗口",
+  "en:zh-CN:tyre": "轮胎",
+  "en:zh-CN:insights": "统计",
+  "en:zh-CN:read": "读取",
+  "en:zh-CN:codespace": "云端开发环境",
+  "en:zh-CN:rest": "REST",
+  "en:zh-CN:ambassador": "大使",
+  "en:zh-CN:infrastructure as code": "基础设施即代码",
+  "en:zh-CN:github codespaces": "GitHub Codespaces",
+  "en:zh-CN:deserialization": "反序列化",
+  "en:zh-CN:ca": "证书颁发机构",
+  "en:zh-CN:savvy": "精明的",
+  "en:zh-CN:marshal": "编组",
+  "en:zh-CN:lean": "精益",
+  "en:zh-CN:draught": "草稿",
+  "en:zh-CN:behavior": "行为",
+  "en:zh-CN:token": "令牌",
+  "en:zh-CN:grpc": "gRPC",
+  "en:zh-CN:reset": "重置",
+  "en:zh-CN:public": "公开",
+  "en:zh-CN:mutex": "互斥锁",
+  "en:zh-CN:cancelling": "取消中",
+  "en:zh-CN:triage": "分类",
+  "en:zh-CN:spinlock": "自旋锁",
+  "en:zh-CN:rollback": "回滚",
+  "en:zh-CN:colour": "颜色",
+  "en:zh-CN:dropout": "Dropout",
+  "en:zh-CN:toward": "朝向",
+  "en:zh-CN:serverless": "无服务器",
+  "en:zh-CN:web3": "Web3",
+  "en:zh-CN:thread": "线程",
+  "en:zh-CN:momentum": "动量",
+  "en:zh-CN:responsible ai": "负责任 AI",
+  "en:zh-CN:acid": "ACID",
+  "en:zh-CN:nlp": "自然语言处理",
+  "en:zh-CN:diff": "差异",
+  "en:zh-CN:transpiler": "转译器",
+  "en:zh-CN:microservice": "微服务",
+  "en:zh-CN:blockchain": "区块链",
+  "en:zh-CN:learning rate": "学习率",
+  "en:zh-CN:adam": "Adam",
+  "en:zh-CN:webhook": "Webhook",
+  "en:zh-CN:rpc": "远程过程调用",
+  "en:zh-CN:object detection": "目标检测",
+  "en:zh-CN:runner": "运行器",
+  "en:zh-CN:websocket": "WebSocket",
+  "en:zh-CN:certificate authority": "证书颁发机构",
+  "en:zh-CN:responsive": "响应式",
+  "en:zh-CN:computer vision": "计算机视觉",
+  "en:zh-CN:plow": "犁",
+  "en:zh-CN:board": "看板",
+  "en:zh-CN:workflow_dispatch": "工作流调度",
+  "en:zh-CN:milestone": "里程碑",
+  "en:zh-CN:labour": "劳动",
+  "en:zh-CN:theatre": "剧院",
+  "en:zh-CN:ssh": "安全外壳协议",
+  "en:zh-CN:action": "动作",
+  "en:zh-CN:saml": "安全断言标记语言",
+  "en:zh-CN:dapp": "去中心化应用",
+  "en:zh-CN:devcontainer": "开发容器",
+  "en:zh-CN:mention": "提及",
+  "en:zh-CN:artefact": "构件",
+  "en:zh-CN:test": "测试",
+  "en:zh-CN:backpropagation": "反向传播",
+  "en:zh-CN:visibility": "可见性",
+  "en:zh-CN:quality": "质量",
+  "en:zh-CN:history": "历史",
+  "en:zh-CN:neighbor": "邻居",
+  "en:zh-CN:internationalization": "国际化",
+  "en:zh-CN:squash": "压缩",
+  "en:zh-CN:deep learning": "深度学习",
+  "en:zh-CN:livelock": "活锁",
+  "en:zh-CN:etag": "ETag",
+  "en:zh-CN:catalog": "目录",
+  "en:zh-CN:humour": "幽默",
+  "en:zh-CN:push": "推送",
+  "en:zh-CN:raw": "原始",
+  "en:zh-CN:rca": "根本原因分析",
+  "en:zh-CN:scope": "范围",
+  "en:zh-CN:rename": "重命名",
+  "en:zh-CN:audio-visual": "音视频",
+  "en:zh-CN:neighbour": "邻居",
+  "en:zh-CN:versioning": "版本控制",
+  "en:zh-CN:specialise": "专业化",
+  "en:zh-CN:peer-to-peer": "点对点",
+  "en:zh-CN:internal": "内部",
+  "en:zh-CN:upstream": "上游",
+  "en:zh-CN:incident": "事件",
+  "en:zh-CN:programme": "节目",
+  "en:zh-CN:postmortem": "事后复盘",
+  "en:zh-CN:service mesh": "服务网格",
+  "en:zh-CN:conversation": "对话",
+  "en:zh-CN:dependabot": "Dependabot",
+  "en:zh-CN:cache stampede": "缓存惊群",
+  "en:zh-CN:defence": "防御",
+  "en:zh-CN:root cause": "根本原因",
+  "en:zh-CN:typescript": "TypeScript",
+  "en:zh-CN:starvation": "饥饿",
+  "en:zh-CN:check": "检查",
+  "en:zh-CN:consistent": "一致",
+  "en:zh-CN:fuzzing": "模糊测试",
+  "en:zh-CN:backlog": "待办事项",
+  "en:zh-CN:sponsorship": "赞助",
+  "en:zh-CN:xss": "跨站脚本",
+  "en:zh-CN:decentralized": "去中心化",
+  "en:zh-CN:sla": "服务水平协议",
+  "en:zh-CN:natural language processing": "自然语言处理",
+  "en:zh-CN:artifact": "构件",
+  "en:zh-CN:deployment strategy": "部署策略",
+  "en:zh-CN:sponsor": "赞助",
+  "en:zh-CN:sri": "子资源完整性",
+  "en:zh-CN:retry": "重试",
+  "en:zh-CN:license": "许可证",
+  "en:zh-CN:jewellery": "珠宝",
+  "en:zh-CN:prompt": "提示词",
+  "en:zh-CN:local storage": "本地存储",
+  "en:zh-CN:scrum": "Scrum",
+  "en:zh-CN:gray": "灰色",
+  "en:zh-CN:analyze": "分析",
+  "en:zh-CN:cd": "持续部署",
+  "en:zh-CN:plough": "犁",
+  "en:zh-CN:gitignore": "Git 忽略文件",
+  "en:zh-CN:semver": "语义化版本",
+  "en:zh-CN:cap theorem": "CAP 定理",
+  "en:zh-CN:rnn": "循环神经网络",
+  "en:zh-CN:l10n": "本地化",
+  "en:zh-CN:lora": "LoRA",
+  "en:zh-CN:favorite": "最喜欢的",
+  "en:zh-CN:workflow": "工作流程",
+  "en:zh-CN:ner": "命名实体识别",
+  "en:zh-CN:rollout": "推出",
+  "en:zh-CN:softmax": "Softmax",
+  "en:zh-CN:neural network": "神经网络",
+  "en:zh-CN:sidecar": "边车",
+  "en:zh-CN:maintain": "维护",
+  "en:zh-CN:specialize": "专业化",
+  "en:zh-CN:hashing": "哈希",
+  "en:zh-CN:boilerplate": "样板代码",
+  "en:zh-CN:sql injection": "SQL 注入",
+  "en:zh-CN:activation function": "激活函数",
+  "en:zh-CN:vector store": "向量存储",
+  "en:zh-CN:draft": "草稿",
+  "en:zh-CN:polyfill": "Polyfill",
+  "en:zh-CN:metre": "米",
+  "en:zh-CN:asymmetric": "非对称",
+  "en:zh-CN:alignment": "对齐",
+  "en:zh-CN:hallucination": "幻觉",
+  "en:zh-CN:github copilot": "GitHub Copilot",
+  "en:zh-CN:expires": "过期",
+  "en:zh-CN:dns": "域名系统",
+  "en:zh-CN:bert": "BERT",
+  "en:zh-CN:relu": "ReLU",
+  "en:zh-CN:backer": "支持者",
+  "en:zh-CN:circuit breaker": "断路器",
+  "en:zh-CN:interpretability": "可理解性",
+  "en:zh-CN:cancelled": "已取消",
+  "en:zh-CN:curb": "路边",
+  "en:zh-CN:honour": "荣誉",
+  "en:zh-CN:variable": "变量",
+  "en:zh-CN:transliteration": "音译",
+  "en:zh-CN:a/b testing": "A/B 测试",
+  "en:zh-CN:speech recognition": "语音识别",
+  "en:zh-CN:rollup": "Rollup",
+  "en:zh-CN:embedding": "嵌入",
+  "en:zh-CN:base": "BASE",
+  "en:zh-CN:grey": "灰色",
+  "en:zh-CN:fact checking": "事实核查",
+  "en:zh-CN:schedule": "调度",
+  "en:zh-CN:hyperparameter": "超参数",
+  "en:zh-CN:travelling": "旅行的",
+  "en:zh-CN:csrf": "跨站请求伪造",
+  "en:zh-CN:epic": "史诗",
+  "en:zh-CN:maintainer": "维护者",
+  "en:zh-CN:optimizer": "优化器",
+  "en:zh-CN:analysis": "分析",
+  "en:zh-CN:gantt": "甘特图",
+  "en:zh-CN:annihilation": "泯灭",
+  "en:zh-CN:anthropologic": "人类学",
+  "en:zh-CN:anopia": "无视症",
+  "en:zh-CN:anteater": "食蚁兽",
+  "en:zh-CN:annihilationist": "湮灭主义者",
+  "en:zh-CN:appealingness": "吸引力"
+}
\ No newline at end of file