PDF Math Translate

科学 PDF 文档翻译工具，保留公式、图表、目录和注释格式，支持多种语言和翻译服务

Security Scan

The skill's description, instructions, and required footprint are internally consistent for a PDF translation helper; it is instruction-only and doesn't request broad access, but you should verify external images and be prepared to supply API keys when you deploy.

Purpose & Capability

Name and description (translate scientific PDFs, preserve formulas/formatting) match the SKILL.md guidance (online demo, Docker, Python install, integrations with translation services). Minor note: the header lists '多Agent编排' (multi-agent orchestration) but the instructions do not describe multi-agent behavior — likely an informational label rather than a functional requirement.

Instruction Scope

SKILL.md only points to an online demo, Docker run, and pip installation; it does not instruct the agent to read unexpected system files, search user data, or exfiltrate information. It does not explicitly show how API keys are supplied, which is expected for an instruction-only skill but worth being aware of.

Install Mechanism

No install spec or bundled code (instruction-only). Links referenced are GitHub, a demo site, and a Hugging Face space — all typical. The README's Docker/pip usage is normal, but the Docker image name in examples is generic; verify the image source before pulling.

Credentials

The registry metadata declares no required env vars or credentials, which is fine for an instruction-only skill. However the text says it can integrate with services like OpenAI/DeepL/MiniMax etc., so in practice providing API keys will be necessary when you run the software — those keys are not requested by the skill metadata and would be supplied by you at runtime.

Persistence & Privilege

always is false and there are no install actions or configuration writes described. The skill does not request system-wide persistence or modify other skills.

Assessment

This skill appears coherent and low-risk as an instruction-only helper, but do these checks before using it: (1) Inspect the GitHub repo and the Docker image source (official Docker Hub / GitHub Packages) before pulling/running images; (2) Do not upload sensitive PDFs to third‑party online demos (pdf2zh.com) unless you trust their privacy policy; (3) Expect to provide API keys for translation services (OpenAI/DeepL/etc.) when deploying — store them securely and only supply keys with appropriate scopes; (4) Prefer running the docker/pip deployment in an isolated environment (container or VM) until you verify behavior and licensing; (5) If you need stronger assurance, review the repository code before running any binaries.

When to Use

用户需要翻译包含大量数学公式、图表、目录的科技论文 PDF，并希望保留原始排版格式时使用。

What It Does

PDFMathTranslate 是 EMNLP 2025 Demo 获奖项目，可将科学 PDF 翻译为多种语言，同时保留公式、图表、目录和注释的原始格式。支持命令行工具、交互式界面和 Docker 部署，可对接多种翻译服务（OpenAI/MiniMax/DeepL 等）。

How to Use

1. 在线体验：访问 https://pdf2zh.com/ 无需安装即可使用
2. Docker 部署：使用官方 Docker 镜像快速部署
3. Python 安装：支持 uv 或 pip 安装
4. 交互式 UI：提供图形界面操作

References

• https://github.com/PDFMathTranslate/PDFMathTranslate
• https://pdf2zh.com/（免费在线演示）
• https://huggingface.co/spaces/reycn/PDFMathTranslate-Docker