AgentSkillsCN

Multi Language Translator

多语言翻译器

SKILL.md

Multi-Language Translator

Description

Real-time professional translation for business communications. Supports Dutch (Flemish), French, German, and English. Optimized for formal business language with Ollama cloud models.

Installation

bash
pip install python-docx ollama pypdf2

Configuration

Add to .env:

bash
OLLAMA_CLOUD_URL=https://api.cloud.ollama.com/v1
OLLAMA_CLOUD_API_KEY=your-api-key
TRANSLATION_MODEL=mistral-large  # Excellent for multilingual translation
FALLBACK_MODEL=llama3-70b-instruct

Usage

Translate text

bash
multi-language-translator translate \
  --text "Het contract moet morgen ondertekend worden" \
  --source nl \
  --target fr \
  --formality business

Translate document

bash
multi-language-translator document \
  contract_dutch.pdf \
  --source auto \
  --target de \
  --output contract_deutsch.docx \
  --preserve-formatting

Batch translate files

bash
multi-language-translator batch \
  *.pdf \
  --source nl \
  --targets fr,en \
  --output-dir ./translations/

Email translation

bash
multi-language-translator email \
  --subject "Contract proposal" \
  --body email_body.txt \
  --source en \
  --target nl \
  --business-tone formal

Real-time chat translation

bash
multi-language-translator chat \
  --monitor \
  --source nl \
  --target fr \
  --auto-translate

Detect language

bash
multi-language-translator detect "Ce document est important pour le projet"

Features

  • •Language Support:
    • •Dutch (Flemish - Belgian Dutch)
    • •French (French + Belgian French variants)
    • •German
    • •English (UK/US variants)
  • •Business Formality Levels: informal, standard, formal, business (default)
  • •Document Types: PDF, DOCX, TXT, HTML
  • •Auto-detection: Detects source language automatically
  • •Batch Processing: Translate multiple files at once
  • •Format Preservation: Keeps formatting, headers, and structure
  • •Context-aware: Understands business context and terminology

Business-Specific Terminology

Dutch (NL)

  • •BVNA/SPRL legal terms
  • •Formal business address formats (Geachte heer/mevrouw)
  • •Belgian business conventions

French (FR)

  • •Belgian French business terminology
  • •Formal correspondence formats
  • •Legal terms specific to Belgian law

German (DE)

  • •Formal business language (Sie form)
  • •German business etiquette
  • •Legal and banking terminology

Examples

Quick Email Translation

bash
multi-language-translator translate \
  --text "Thank you for your proposal. We will review it and get back to you by Friday." \
  --source en \
  --target nl \
  --formality business

Output: Dank u voor uw voorstel. We zullen dit beoordelen en u voor vrijdag terug contacteren.

Legal Document Translation

bash
multi-language-translator document \
  contrat_fr.pdf \
  --source fr \
  --target nl \
  --preserve-legal-terms \
  --output contract_nl_belgian_variant.pdf

Business Meeting Notes

bash
multi-language-translator summarize \
  meeting_notes_en.docx \
  --source en \
  --target fr,de,nl \
  --extract-action-items \
  --output-dir ./meeting_summaries/

Integration with OpenClaw

All commands registered as tools:

  • •multi-language-translator translate
  • •multi-language-translator document
  • •multi-language-translator batch
  • •multi-language-translator email
  • •multi-language-translator chat
  • •multi-language-translator detect
  • •multi-language-translator summarize

Model Recommendations

  • •mistral-large: Best for translation accuracy and nuance
  • •mixtral-8x22b: Excellent for large documents
  • •llama3-70b-instruct: Good all-around performance

All models support multilingual context and business terminology.