multi-language

multi-language is a skill for Claude Code, Codex from stophobia/deerflow2.0-enhanced. It costs 97 tokens per session (1,547 once invoked), scanned A, original, MIT.

A translation tool for technical documents, academic papers, business reports, and website content in several languages.

In plain words
What is it for?
Use it to translate documents, maintain headings, tables, code, links, and lists, and keep terminology consistent across a project.
Why use it?
It helps preserve specialist terms, formatting, and the original tone when content is translated.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/stophobia/deerflow2.0-enhanced/multi-language
Any agent
npx skills add stophobia/deerflow2.0-enhanced --skill multi-language
Clone the repo
git clone --depth 1 https://github.com/stophobia/deerflow2.0-enhanced

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for multi-language

README.md
[![agentmods](https://agentmods.dev/badge/skills/stophobia/deerflow2.0-enhanced/multi-language.svg)](https://agentmods.dev/skills/stophobia/deerflow2.0-enhanced/multi-language)
Your own site
<a href="https://agentmods.dev/skills/stophobia/deerflow2.0-enhanced/multi-language"><img src="https://agentmods.dev/badge/skills/stophobia/deerflow2.0-enhanced/multi-language.svg" alt="Measured on agentmods" height="20"></a>
Per session 97 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,547 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00097 $0.01547
Opus 5 $0.00048 $0.00773
Sonnet 5 $0.00019 $0.00309
Haiku 4.5 $0.00010 $0.00155

Measured 5d ago against content hash d6d6ca722006, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

multi-language scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/public/multi-language/SKILL.md · 228 lines

How it starts

The opening of the file, as written. The whole thing — 228 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

# 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

Read the full file on GitHub · 228 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 228 lines · 97 tokens per session scan A d6d6ca722006

Subscribe to this mod's changes

multi-language is a skill published in the GitHub repository stophobia/deerflow2.0-enhanced (720 stars, last pushed 5mo ago), licensed MIT. It adds 97 tokens to every session and 1,547 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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