Agent skill

Multi Language

by stophobia in stophobia/deerflow2.0-enhanced

多语言翻译技能,支持中英日德法等多种语言的互译。专注于专业术语的准确翻译,保持原文格式一致性,适用于技术文档、学术论文、商业报告等专业化内容的翻译。触发条件:用户提及"翻译"、"中英翻译"、"英文版"、"多语言"、"localization"等关键词。

MITAuto-check passedFrontend & Design

Install Multi Language

skills CLI
$ npx skills add stophobia/deerflow2.0-enhanced --skill multi-language -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install stophobia/deerflow2.0-enhanced multi-language --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/stophobia/deerflow2.0-enhanced.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/public/multi-language .claude/skills/multi-language && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
multi-language
GitHub stars
820
Token cost
~650 tokens
SKILL.md length
242 words
Files
1
Skills in repo
5
Repo updated
First seen
Licence
MIT

At a glance

多语言翻译技能,支持中英日德法等多种语言的互译。专注于专业术语的准确翻译,保持原文格式一致性,适用于技术文档、学术论文、商业报告等专业化内容的翻译。触发条件:用户提及"翻译"、"中英翻译"、"英文版"、"多语言"、"localization"等关键词。

  • Works in 9 steps: 文档翻译 → 术语管理 → 格式保持 → …
  • Tasks that involve Internationalization
  • SKILL.md covers 概述, 支持的语言, 使用场景 and 核心能力, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Multi Language is an agent skill from stophobia/deerflow2.0-enhanced. 多语言翻译技能,支持中英日德法等多种语言的互译。专注于专业术语的准确翻译,保持原文格式一致性,适用于技术文档、学术论文、商业报告等专业化内容的翻译。触发条件:用户提及"翻译"、"中英翻译"、"英文版"、"多语言"、"localization"等关键词。

Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Frontend & Design, covering Internationalization. The repository describes itself as: DeerFlow 2.0 Enhanced - Chinese localization + New skills. The licence is MIT.

When your agent uses it

  • Tasks that involve Internationalization

Example prompts

  • “localization”
  • “/multi-language”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. 文档翻译
  2. 术语管理
  3. 格式保持
  4. 语境理解
  5. 确认需求
  6. 分析文档
  7. 翻译执行
  8. 质量检查
  9. 输出

What it can do on your machine

Read from SKILL.md and the folder at commit 814bde3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Multi Language loads about 650 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 242 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~650

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from stophobia/deerflow2.0-enhanced at commit 814bde3, republished under its MIT licence (© stophobia). 242 words, ~650 tokens.

Download SKILL.mdSave it as .claude/skills/multi-language/SKILL.md (or your agent's skills folder).
name
multi-language
description
多语言翻译技能,支持中英日德法等多种语言的互译。专注于专业术语的准确翻译,保持原文格式一致性,适用于技术文档、学术论文、商业报告等专业化内容的翻译。触发条件:用户提及"翻译"、"中英翻译"、"英文版"、"多语言"、"localization"等关键词。

多语言翻译技能 (Multi-Language Translation)

专业化的多语言翻译技能,支持技术文档、学术论文、商业报告的精准翻译。

概述

本技能提供高质量的多语言翻译:

  • 支持多种语言对互译
  • 专业术语库支持
  • 格式保持一致
  • 上下文理解
  • 翻译记忆

支持的语言

语言代码备注
中文zh简体/繁体
英语en美式/英式
日语ja商务/口语
德语de专业术语
法语fr法国/加拿大
韩语ko
西班牙语es拉美/西班牙

使用场景

当用户提及以下内容时激活:

  • "翻译"、"翻译成英文"
  • "中英翻译"、"英译中"
  • "英文版"、"日语版"
  • "多语言支持"
  • "localization"、"i18n"
  • "帮我看看这篇英文"

核心能力

1. 文档翻译
  • Markdown 文档
  • 技术文档
  • 学术论文
  • 商业报告
  • 网站内容
  • 产品描述
2. 术语管理
  • 行业术语库
  • 专有名词保持
  • 缩写首次翻译
  • 术语一致性
3. 格式保持
  • 标题层级
  • 表格结构
  • 代码块
  • 链接/引用
  • 列表格式
4. 语境理解
  • 理解专业背景
  • 保持语气一致
  • 文化适配
  • 本地化优化

工作流程

Step 1: 确认需求
  1. 源语言是什么
  2. 目标语言是什么
  3. 文档类型(技术/商业/学术)
  4. 用途(发布/参考/内部)
  5. 特殊要求(术语/风格)
Step 2: 分析文档
  1. 识别文档类型
  2. 提取术语列表
  3. 识别格式元素
  4. 评估难度/专业度
Step 3: 翻译执行

原则:

  • 准确性 > 流利性
  • 专业术语统一
  • 保持原文结构
  • 适当本地化
Step 4: 质量检查
  1. 术语一致性
  2. 格式正确性
  3. 语法准确性
  4. 表达自然度
  5. 术语统一性
Step 5: 输出

提供:

  • 翻译后的文档
  • 术语表(如需要)
  • 格式对比(可选)

翻译标准

术语标准
首次出现:英文原文 (中文翻译)
后续出现:仅中文翻译

示例:
Large Language Model (LLM, 大语言模型)
LLM 是一种...
格式标准
markdown
# 标题 → # Title
## 副标题 → ## Subtitle

- 列表项 → - List item
1. 有序列表 → 1. Ordered list

| 表格 | 表格 |
|-----|-----|
| 内容 | Content |

`代码` → `code`

> 引用 → > Quote
标点标准
  • 中文文档:全角标点(,。:;?!"")
  • 英文文档:半角标点(,.:;?!"")
  • 中英混排:按主要语言选择

专业领域术语

技术领域
  • API → API / 应用程序接口
  • SDK → SDK / 开发工具包
  • Framework → 框架
  • Library → 库
  • Database → 数据库
  • Server → 服务器
商业领域
  • ROI → 投资回报率
  • KPI → 关键绩效指标
  • B2B → 企业对企业
  • B2C → 企业对消费者
  • PMF → 产品-市场匹配
学术领域
  • Abstract → 摘要
  • Methodology → 方法论
  • Conclusion → 结论
  • Reference → 参考文献
  • Peer Review → 同行评审

输出格式

文档翻译
原文件名_目标语言.md
原文件名_目标语言.html
术语表(可选)
术语表_原文件名.md
| 原文 | 译文 | 备注 |
|-----|-----|-----|
| Term | 译文 | 说明 |

使用工具

  • read - 读取源文档
  • web_search - 查询专业术语
  • write - 生成翻译文档
  • md2html - 转换为 HTML(可选)

质量保证

翻译检查清单
  • 术语一致性
  • 格式保持
  • 数字/日期格式
  • 缩写处理
  • 链接有效性
  • 代码完整性
  • 标点正确
常见错误预防
  1. 过度直译 → 结合语境
  2. 术语不一致 → 建立术语表
  3. 格式丢失 → 逐元素检查
  4. 链接失效 → 验证链接

与其他技能的配合

  • consulting-analysis - 生成英文版咨询报告
  • paper-research - 翻译学术论文
  • deep-research - 翻译调研报告
  • frontend-design - 提取 UI 文本用于国际化

注意事项

  1. 不添加解释 - 翻译是翻译,不是解释
  2. 保持原意 - 不改变作者观点
  3. 术语一致 - 建立并使用术语表
  4. 格式优先 - 先保格式,再保内容
  5. 专业求证 - 不确定的术语查证后再翻

输出

  1. 翻译后的文档(Markdown)
  2. 可选:HTML 版本
  3. 可选:术语表

© stophobia, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/public/multi-language of stophobia/deerflow2.0-enhanced.

Open the folder on GitHubat commit 814bde3

Compare with similar skills

Multi Language next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Multi Language compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Multi Language this skillstophobia/deerflow2.0-enhanced820—~650Automated safety check: PassMIT
Impeccablebestofjs/bestofjs3.1k27 repos~2.6kAutomated safety check: PassMIT
Chatbox i18n Translatorchatboxai/chatbox42k—~508Automated safety check: PassGPL-3.0
Internationalization Workflow with i18niOfficeAI/AionUi33k1 repos~1.9kAutomated safety check: PassApache-2.0
Enforce Rules For I18nmoeru-ai/airi50k—~1.5kAutomated safety check: PassMIT
Claude Desktop Chinese Localizationjavaht/claude-desktop-zh-cn7.5k—~1.6kAutomated safety check: PassMIT

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Questions about Multi Language

What does Multi Language do?

多语言翻译技能,支持中英日德法等多种语言的互译。专注于专业术语的准确翻译,保持原文格式一致性,适用于技术文档、学术论文、商业报告等专业化内容的翻译。触发条件:用户提及"翻译"、"中英翻译"、"英文版"、"多语言"、"localization"等关键词。. 0-enhanced.

When should I use Multi Language?

Multi Language fits situations like: tasks that involve Internationalization.

How do I install Multi Language in Claude Code?

Run `npx skills add stophobia/deerflow2.0-enhanced --skill multi-language -a claude-code`. Or copy the skill folder (skills/public/multi-language in stophobia/deerflow2.0-enhanced) into .claude/skills/multi-language in your project. Claude Code loads it when a task matches its description.

How do I install Multi Language in Codex?

Run `npx skills add stophobia/deerflow2.0-enhanced --skill multi-language -a codex`. Or copy the skill folder (skills/public/multi-language in stophobia/deerflow2.0-enhanced) into .agents/skills/multi-language in your project. Codex loads it when a task matches its description.

Can I use Multi Language in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add stophobia/deerflow2.0-enhanced --skill multi-language -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/multi-language, .gemini/skills/multi-language, .github/skills/multi-language and .opencode/skills/multi-language in your project.

What does Multi Language need to run?

SKILL.md names no scripts, command-line tools or credentials: Multi Language is instructions for the agent only.

Does Multi Language access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Multi Language safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Multi Language use?

Multi Language is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Multi Language use?

About 650 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Multi Language?

Skills that share tags, products or a category with Multi Language: Impeccable (bestofjs/bestofjs, 3.1k stars), Chatbox i18n Translator (chatboxai/chatbox, 42k stars), Internationalization Workflow with i18n (iOfficeAI/AionUi, 33k stars) and Enforce Rules For I18n (moeru-ai/airi, 50k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Multi Language?

stophobia (a GitHub user) maintains it in stophobia/deerflow2.0-enhanced, which has 820 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on March 23, 2026.

Source: stophobia/deerflow2.0-enhanced on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.