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在 OpenClaw 中安装
/install paper-bilingual
功能描述
将PDF论文转换为双语Markdown。对用户提供PDF URL或本地PDF文件，提取文本转为Markdown，保留图片，逐段插入中文翻译。用于学术论文研读、翻译对比。
安全使用建议
This skill appears coherent for converting PDFs to bilingual Markdown. Before using it: ensure you trust the PDF source (the skill will download the provided URL), have Python 3.8+ and install pymupdf and pillow with pip, and be aware it will write files under memory/paper-bilingual/ on your filesystem. The download example uses PowerShell (Windows); adapt the download step on macOS/Linux. For very long papers, per-paragraph translation via the LLM may hit token or cost limits — consider splitting work or translating selectively. No credentials or hidden network endpoints are requested by the skill.
功能分析
Type: OpenClaw Skill
Name: paper-bilingual
Version: 1.2.0
The skill provides a workflow for translating PDF papers into bilingual Markdown using PowerShell and Python. A potential shell injection vulnerability exists in SKILL.md within the suggested PowerShell download command (Invoke-WebRequest), which lacks input sanitization for the user-provided URL. While the Python code for PDF processing (using PyMuPDF and Pillow) is functional and aligned with the stated purpose, the reliance on unvalidated shell execution for downloads is a high-risk pattern.
能力评估
Purpose & Capability
The name/description (PDF -> bilingual Markdown, preserve images) matches the SKILL.md workflow: download (if URL), extract text and images with PyMuPDF, crop figures, then translate paragraphs with the current LLM and write Markdown. All requested operations are expected for this use case.
Instruction Scope
Instructions are specific and limited to the task (downloading the supplied URL, parsing PDF, saving images and Markdown, translating per-paragraph). Minor scope notes: the download example uses PowerShell (Windows-specific) while the skill declares no OS restriction; translation is done via the current session LLM which may hit token limits for large PDFs.
Install Mechanism
This is instruction-only with no install spec (lowest install risk). It lists dependencies (Python 3.8+, PyMuPDF, Pillow) but does not provide an automated install step; users will need to pip-install them themselves.
Credentials
No environment variables, credentials, or config paths are requested. The only external network action is downloading the user-provided PDF URL, which is consistent with the stated purpose.
Persistence & Privilege
always is false and the skill does not request elevated or persistent privileges. It writes files under a per-paper folder (memory/paper-bilingual/...), which is reasonable for its function.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install paper-bilingual - 安装完成后，直接呼叫该 Skill 的名称或使用
/paper-bilingual触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.2.0
No changes detected for version 1.2.0; functionality and usage remain the same.
v1.1.0
Add complete figure extraction method using coordinate-based cropping
v1.0.0
Initial release
元数据
常见问题
Paper Bilingual 是什么？
将PDF论文转换为双语Markdown。对用户提供PDF URL或本地PDF文件，提取文本转为Markdown，保留图片，逐段插入中文翻译。用于学术论文研读、翻译对比。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 111 次。
如何安装 Paper Bilingual？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install paper-bilingual」即可一键安装，无需额外配置。
Paper Bilingual 是免费的吗？
是的，Paper Bilingual 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Paper Bilingual 支持哪些平台？
Paper Bilingual 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Paper Bilingual？
由 Ciel（@caottt）开发并维护，当前版本 v1.2.0。
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