translation

Extracts structured content from complex PDF documents into Markdown and JSONL.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/JJo-0/RAG-PDF-Parser --skill translation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: translation
Source: https://github.com/JJo-0/RAG-PDF-Parser/tree/main/.
Command: npx skills add https://github.com/JJo-0/RAG-PDF-Parser --skill translation

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) components.

What problem does it solve?

This Skill enables high-quality English↔Korean translations of academic papers, technical docs, and general content, preserving terminology and tone to save time.

Core Features & Use Cases

  • Bidirectional translation for documents, papers, and code-related text.
  • Paragraph-level translation to preserve context and flow.
  • Parallel bilingual outputs: display original and translation side-by-side for quick review.

Quick Start

Translate a document or text using this skill. Example: Translate the attached README.md from Korean to English using this tool.

Frequently Asked Questions about translation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I translate English and Korean documents while preserving formatting and terminology?

This Skill performs bidirectional English↔Korean translation at the paragraph level, maintaining context, technical terminology, and document structure. It processes complex documents including academic papers and technical docs side-by-side for review.

Can I translate PDF documents and preserve tables, layout, and multi-column formatting?

Yes. The Skill extracts structured content from PDFs—including text via OCR, tables, charts, captions, and layout information—while tracking provenance, then produces bilingual outputs suitable for multilingual document workflows.

What file formats and document types work with this translation tool?

It handles academic papers, technical documentation, slides, and other multi-column PDFs. Output is generated in Markdown and JSONL formats, compatible with RAG pipelines and content management systems.

How do I set up translation for a documentation workflow?

Install the Skill with its requests dependency, then pass your source document or text with target language. The tool returns parallel bilingual content—original and translation side-by-side—ready for immediate review.

What's the difference between paragraph-level and full-document translation approaches?

Paragraph-level translation preserves surrounding context and maintains semantic flow within technical or academic material, producing more accurate terminology than sentence-by-sentence methods, especially for dense documentation.

Can I use this for code documentation and technical writing in both languages?

Yes. The Skill preserves code syntax, technical terminology, and formatting conventions across English↔Korean translation, making it suitable for README files, API docs, and technical guides.