medical-translation

What This Skill Does

The Medical Translation skill is a specialized OpenClaw agent tool designed to facilitate precision-oriented translation and localization of medical, clinical, and academic literature. It is built specifically to address the high-stakes nature of scholarly writing where terminological accuracy and structural integrity are paramount. Unlike general-purpose translation tools, this skill adheres to a rigid, reproducible workflow. It enforces clear output boundaries and mandates the documentation of explicit assumptions, ensuring that every translation artifact is reviewable, audit-ready, and contextually aware of the rigorous standards expected in medical publishing.

Installation

To integrate this skill into your local environment, use the OpenClaw command-line interface. Run the following command in your terminal: clawhub install openclaw/skills/skills/aipoch-ai/medical-translation Ensure you have Python 3.10+ installed, as this is the required runtime baseline for the repository. After installation, verify the structural integrity of the codebase by running python -m py_compile scripts/main.py from within the skill directory.

Use Cases

• Translating clinical study protocols while maintaining exact adherence to medical nomenclature standards.
• Converting academic manuscripts between languages for submission to international medical journals, ensuring that methodology descriptions remain unambiguous.
• Developing bilingual educational materials for patient cohorts where technical accuracy is a life-critical requirement.
• Establishing a systematic, reproducible workflow for multi-language literature reviews.

Example Prompts

1. "Translate the provided abstract in source/abstract_en.txt to Spanish, ensuring all terminology complies with standard oncology nomenclature and keeping the output structure identical to the source."
2. "Perform a technical translation of this clinical trial methodology from German to English; please document any assumptions made regarding non-standard medical abbreviations found in the text."
3. "Run the medical translation workflow on the documents in data/input/, using the references/style_guide.txt to ensure consistent terminology for all translated medical terms."

Tips & Limitations

This skill is designed for precision, not for rapid-fire chat. It requires a structured approach; therefore, always define your input and output paths explicitly. The tool includes a smoke_test.py file—use this to validate your environment before processing high-value documents. Be aware that this skill performs file-level operations and requires write access to your designated output directory. It does not replace human clinical review; always audit the generated output, especially regarding complex dosage units or proprietary clinical abbreviations.