skills/43-wentorai-research-plugins/skills/tools/ocr-translate/zotero-pdf2zh-guide/SKILL.md
PDF Chinese translation plugin for Zotero reference manager
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research zotero-pdf2zh-guideInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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A skill for using the Zotero PDF2ZH plugin to translate academic PDF documents between Chinese and English while preserving the original layout, figures, and mathematical notation. Based on zotero-pdf2zh (3K stars), this skill enables researchers to bridge the language barrier in academic literature.
Academic research is inherently global, yet language barriers remain a significant obstacle. Chinese-speaking researchers need to read English-language papers, and English-speaking researchers increasingly need access to Chinese-language publications, particularly in fields where China produces significant research output (materials science, AI, engineering, traditional medicine). PDF2ZH addresses this by providing high-quality translation directly within the Zotero reference management workflow, producing bilingual documents that preserve the original formatting.
The plugin supports bidirectional translation between Chinese and English, leveraging modern neural machine translation while maintaining the structural integrity of academic documents including equations, tables, figures, and references.
Prerequisites
Installation Steps
Configuration Options
Single Document Translation
Batch Translation
Translation Quality Features
The plugin includes special handling for academic document elements:
Mathematical Notation
Technical Terminology
Figures and Tables
The side-by-side bilingual output is particularly useful for research:
Layout Options
Reading Strategies
Translation quality varies by academic domain:
High Accuracy Domains - Computer science, mathematics, physics (standardized terminology) Medium Accuracy Domains - Biology, chemistry, engineering (mixed standardized and specialized terms) Challenging Domains - Social sciences, humanities, law (culturally embedded terminology) Specialized Domains - Traditional Chinese medicine, regional studies (unique conceptual frameworks)
For challenging domains, always verify key translated terms against established bilingual dictionaries or domain experts.
This skill enhances the Research-Claw multilingual research workflow:
tools
Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening, citation-checking, and paper writing. Use when the user asks "what tool should I use to..." OR "install/run/use <tool> to ..." for research/lit-review work: automating a survey or related-work section, PDF→Markdown extraction for LLMs (MinerU/marker/docling), PRISMA / systematic review (ASReview), citation-backed Q&A over PDFs (PaperQA2), wiring papers into Claude/Cursor via MCP (arxiv/paper-search/zotero servers), or chatting with a Zotero library. Ships a launcher (scripts/litrun.py) that installs each tool in an isolated venv and runs it. Curated catalog of 70+ vetted projects. 支持中英文(用于「文献综述工具选型」与「一键安装/运行」)。
development
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
documentation
Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power calculation, and register with the AEA RCT Registry. Apply after the design is chosen in aer-identification and before any outcome data are seen.
tools
Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles about data.