visa-doc-translate

Extract text from visa document images and generate bilingual English PDFs.

Updated Nov 19, 2025
One-click install
npx skills add https://github.com/Sake-Team/SmartSake --skill visa-doc-translate-sake-team
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: visa-doc-translate
Source: https://github.com/Sake-Team/SmartSake/tree/main/backup/skills/visa-doc-translate
Command: npx skills add https://github.com/Sake-Team/SmartSake --skill visa-doc-translate-sake-team

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pillow, reportlab, easyocr, pyobjc-framework-Vision, pyobjc-framework-Quartz, pytesseract, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the process of translating visa application documents, converting them from images to professional English PDFs, eliminating the need for manual translation.

Core Features & Use Cases

  • Automatic OCR: Utilizes multiple OCR methods to extract text from images.
  • Bilingual PDF: Generates a PDF with the original document and a professional English translation side by side.
  • Multi-language Support: Translates from various languages to English.
  • Professional Format: Ensures the PDF is suitable for official visa applications.
  • Fully Automated: No manual intervention required for the entire process.

Quick Start

Use the visa-doc-translate skill to translate a visa document: /visa-doc-translate <image-file>

Frequently Asked Questions about visa-doc-translate

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

FAQPage Schema
How do I automatically translate visa application documents from images to English PDFs?

To automatically translate visa application documents from images to English PDFs, use OCR to extract text and generate a bilingual PDF. This process converts image files into professional English documents side by side with the original content.

What is the best way to convert visa document images into a bilingual PDF for official applications?

The best way to convert visa document images into a bilingual PDF is using an automated OCR pipeline. It extracts text from images and generates a professional side-by-side bilingual format suitable for official visa applications.

Do I need Python libraries like EasyOCR or Pytesseract to extract text from visa images?

Yes, you need Python libraries like EasyOCR or Pytesseract to extract text from visa images. These OCR dependencies process image files, while additional libraries like ReportLab handle the bilingual PDF generation.

Does this OCR document translation process support multiple languages to English?

Yes, this OCR document translation process supports multiple languages to English. It automatically extracts text from various source languages in visa application images and generates a professional English translation in a PDF format.

Can I use Apple's Vision framework for OCR text extraction on visa documents?

Yes, you can use Apple's Vision framework for OCR text extraction on visa documents. The process supports multiple OCR methods, including native macOS frameworks like pyobjc-framework-Vision, to extract text before generating English PDFs.

What are the limitations of automated OCR for generating visa application PDFs?

Automated OCR for generating visa application PDFs depends heavily on image quality for accurate text extraction. While the process is fully automated, poor source image resolution can impact the reliability of the final bilingual PDF output.