Language Translator
Build a professional multi-language translation system via OpenClaw Ultra. From terminology management to style adaptation to batch processing, handle all your localization needs from a single chat interface.
Core System Overview
ℹ️ Info
This is a closed-loop translation workflow. OpenClaw Ultra manages terminology, translates content with style consistency, adapts to regional variations, performs quality checks, and handles batch output — so you can produce natural, localized content across multiple languages.
| System Layer | Core Function | Final Output |
|---|
| Terminology Layer | Brand term locking, glossary management, term consistency | Locked terminology database |
| Translation Layer | Source content translation with context awareness | Draft translations per target language |
| Style Adaptation Layer | Tone matching, regional variant selection, cultural adjustment | Locally natural content |
| Quality Review Layer | Accuracy check, term verification, fluency review | Approved final translations |
| Batch Output Layer | Multi-file processing, format preservation, export management | Ready-to-publish localized files |
Prerequisites
| Item | Requirement |
|---|
| OpenClaw Ultra | Installed and running |
| Source Content | Original text/files to translate |
| Target Languages | List of languages needed (e.g., zh-cht, ja, ko, es, pt, de, fr) |
| Brand Glossary (Recommended) | List of brand names, product names, and terms to keep in English |
| Style Guide (Optional) | Preferred tone and regional variant preferences |
Step 0 — Initialize Your Translation System
Set up OpenClaw Ultra as your dedicated localization manager.
Operation Steps
- Open OpenClaw Ultra new chat session
- Paste the initialization prompt
- Provide your terminology and style preferences
Ready-to-Use Prompt
Act as my professional translation and localization manager.
My content type: [documentation / marketing / UI strings / blog posts / emails]
Source language: [English / other]
Target languages:
1. [language 1 — e.g., Traditional Chinese (Taiwan)]
2. [language 2 — e.g., Japanese]
3. [language 3 — e.g., Spanish]
...
Brand terms to NEVER translate:
- [Brand name 1]
- [Product name 2]
- [Technical term 3]
Style preference: [formal / conversational / technical / marketing]
Regional variant: [e.g., Taiwan Traditional Chinese vs Simplified, Latin American Spanish vs European]
Build a complete translation system covering:
- terminology locking
- style-consistent translation
- regional adaptation
- quality verification
- batch processing
Step 1 — Establish Terminology & Glossary
Lock critical terms to ensure consistency across all translations.
1.1 Brand Term Locking
Prompt
Create my translation glossary with these locked terms:
Brand names (never translate):
- [Brand 1]
- [Brand 2]
Product names (never translate):
- [Product 1]
- [Product 2]
Technical terms (never translate):
- API, HTTP, SSL, SEO, REST, OAuth
- [industry-specific terms]
File paths and URLs (never translate):
- /wp-json/wp/v2/posts
- https://example.com
Save this as my permanent locked glossary.
Apply these rules to all future translations.
1.2 Terminology Mapping
Prompt
Create a terminology mapping table for my target languages:
| English | Traditional Chinese | Japanese | Spanish | German |
|---------|--------------------|----------|---------|-------|
| [term] | [translation] | [translation] | [translation] | [translation] |
...
Rules:
- Use region-appropriate vocabulary (e.g., 外掛 for Taiwan, 插件 for Simplified)
- Include industry-specific terms
- Mark any terms that should stay in English with "(keep)"
- Add notes for terms with multiple possible translations
Save this as my permanent terminology database.
Step 1 Output
Locked glossary and terminology mapping for consistent translations.
Step 2 — Translate Single Content
Process individual documents or text blocks.
2.1 Document Translation
Prompt
Translate this content into [target language]:
[paste source content]
Rules:
- Follow my locked glossary (never translate brand/technical terms)
- Match the tone: [formal/conversational/technical]
- Use [regional variant] vocabulary
- Preserve all markdown formatting (# headings, **bold**, `code`, tables)
- Preserve all URLs and file paths exactly
- Translate natural language in code blocks, keep field names as-is
- Localize placeholder text: [your niche] → [localized version]
2.2 UI String Translation
Prompt
Translate these UI strings into [target language]:
[paste strings]
Rules:
- Keep translations concise (UI space constraints)
- Maintain consistent terminology with my glossary
- Preserve any variables: {username}, {count}, etc.
- Use standard UI vocabulary for the target locale
- Flag any strings that might be too long for the UI
Output format:
| Key | English | [Target Language] | Notes |
2.3 Marketing Copy Translation
Prompt
Translate this marketing content into [target language]:
[paste content]
Rules:
- Transcreate (adapt the message, not just translate)
- Maintain persuasive tone and emotional impact
- Use culturally appropriate examples and references
- Keep brand voice consistent
- Adapt CTAs to local conventions
- Preserve formatting and emphasis
If a direct translation would feel unnatural, suggest a localized alternative and explain why.
Step 2 Output
Translated content that reads naturally in the target language.
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