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multilingual

Translate Hyper-Extract YAML templates into bilingual language maps for Chinese, English, and Japanese.

3.3k|386|Updated Jan 7, 2026
Search Tags:#templates#consistency#localization#translation#yaml#multilingual#mapping
One-click install
npx skills add https://github.com/yifanfeng97/Hyper-Extract --skill multilingual
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: multilingual
Source: https://github.com/yifanfeng97/Hyper-Extract/tree/main/hyperextract-skills/multilingual
Command: npx skills add https://github.com/yifanfeng97/Hyper-Extract --skill multilingual

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Convert Hyper-Extract YAML templates into multi-language support to enable bilingual configurations across teams and products.

Core Features & Use Cases

  • Supports translating core fields: description, output.description, fields[].description, guideline.target, and guideline.rules.
  • Preserves non-translatable identifiers such as name, type, tags, and field names to maintain consistency across languages.
  • Provides a structured workflow to generate language maps (e.g., zh/en) and apply translations to existing templates for localization, documentation, and UX improvements.
  • Use Case: A team wants to publish a bilingual knowledge template that can be consumed by both Chinese and English readers without editing the template manually.

Quick Start

Run the multilingual converter on a YAML template to produce a bilingual mapping for zh and en.

Frequently Asked Questions about multilingual

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

FAQPage Schema
How do I add multilingual translation support to a YAML template?▼

To add multilingual translation support to a YAML template, run the converter to generate a bilingual mapping for languages like zh and en. It translates core fields while preserving non-translatable identifiers to maintain consistency.

What fields are preserved when localizing YAML templates for different languages?▼

When localizing YAML templates, non-translatable identifiers such as name, type, tags, and field names are preserved. The translation schema only targets descriptions, guidelines, and output descriptions to maintain structural consistency.

Can I generate bilingual configurations for Chinese and English readers automatically?▼

Yes, you can generate bilingual configurations for Chinese and English readers automatically. The converter applies a translation schema to existing templates, outputting a ready-to-use language map without manual editing.

Does the YAML translation process support Japanese alongside Chinese and English?▼

The YAML translation process supports Japanese alongside Chinese and English. It applies a structured workflow to translate descriptions, fields, and guidelines across all three languages within the template.

What is the best way to maintain consistency across multilingual YAML configurations?▼

The best way to maintain consistency across multilingual YAML configurations is to enforce a translation schema that preserves non-translatable fields and maintains language keys. This ensures identifiers stay uniform across all language outputs.

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