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PDF Math Translate
by
codeman840425-del
· GitHub ↗
· v1.0.0
· MIT-0
231
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0
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1
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Install in OpenClaw
/install pdfmathtranslate
Description
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
README (SKILL.md)
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
- 在线体验：访问 https://pdf2zh.com/ 无需安装即可使用
- Docker 部署：使用官方 Docker 镜像快速部署
- Python 安装：支持 uv 或 pip 安装
- 交互式 UI：提供图形界面操作
References
Usage Guidance
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.
Capability Analysis
Type: OpenClaw Skill
Name: pdfmathtranslate
Version: 1.0.0
The bundle contains only metadata and documentation (SKILL.md, README.md) for the PDFMathTranslate tool, a legitimate scientific PDF translation project. It provides standard installation instructions via pip/docker and links to official resources like GitHub and HuggingFace. No executable code, suspicious scripts, or prompt injection attempts were found.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pdfmathtranslate - After installation, invoke the skill by name or use
/pdfmathtranslate - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release from use-case-candidate
Metadata
Frequently Asked Questions
What is 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. It is an AI Agent Skill for Claude Code / OpenClaw, with 231 downloads so far.
How do I install PDF Math Translate?
Run "/install pdfmathtranslate" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is PDF Math Translate free?
Yes, PDF Math Translate is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does PDF Math Translate support?
PDF Math Translate is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created PDF Math Translate?
It is built and maintained by codeman840425-del (@codeman840425-del); the current version is v1.0.0.
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