yifanfeng97/hyper-extract/multilingual
Claude Code and agent skill by yifanfeng97/hyper-extract
- community
Checking that the SKILL.md file is still in the repository.
Convert Hyper-Extract YAML templates to multi-language support. Use when user says: "add translation", "multilingual", "convert language", "support Chinese and English". Trigger: User wants to add Chinese/English/Japanese translation to their template. Skip: User wants to design a new template (use record-designer or graph-designer instead).
Install
npx vskill@latest install yifanfeng97/hyper-extract/multilingualSKILL.md
Multilingual Converter
Translatable Fields
The following fields can be translated:
- description
- output.description
- fields[].description
- guideline.target
- guideline.rules
Non-Translatable Fields
The following fields should NOT be translated:
- name, type, tags
- field names (name in fields)
- identifiers
- display
Conversion Modes
Mode 1: Single → Bilingual
Mode 2: Expand Existing Translation
Mode 3: Add New Language
Translation Guidelines
Field Descriptions
| Original | English | Notes | |
|---|---|---|---|
| 公司名称 | Company name | Direct | |
| 营收金额 | Revenue amount | Direct | |
| 关键词 | Keyword/Term | Choose based on context |
Target/Rules
Multi-language Consistency
When translating field values (like enum options), maintain language purity:
| Original | Chinese Translation | English Translation | |
|---|---|---|---|
类型:实体/抽象 | 类型:实体/抽象 | Type: entity/abstract | |
重要性:高/中/低 | 重要性:高/中/低 | Significance: high/medium/low |
Do NOT translate inline: 类型:entity(实体) → wrong!
Translation Checklist
- [ ] Preserve technical terms consistently
- [ ] Maintain same meaning across languages
- [ ] Keep field names in source language
- [ ] Update language field to indicate multi-language (use list format)
Output Format
Notes
- Use professional domain terminology
- Maintain consistent terminology across fields
- Keep YAML structure clean and readable
- Field names (name) should NOT be translated
- Use YAML list format for language field:
language: [zh, en]
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckinghyperextract-skills/multilingual/SKILL.md
Popularity
- Repository stars
- 659
- Repository forks
- 69
- 7-day trend score
- 32
Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 30 Apr 2026, 6 months ago.
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