Drop an Excel workbook. Watch every skill fire. Download the localised file.

The agent reads the EN (FINAL) column, calls get_glossary + extract_brands_in_text to lock down brand / model names, translates into every target language, then runs validate_translation on each result and self-repairs any failures before writing the workbook back.