translate

To translate markdown documentation safely, submit your English raw content to the AI. It translates text to Chinese while preserving YAML frontmatter, code blocks, URLs, and API endpoints in place. The workflow is non-destructive and maintains the original file structure.

Yes, the localization process automatically skips text that is already in Chinese. It identifies untranslated English content within your raw files and translates only those sections, ensuring efficient and non-destructive updates to your multilingual knowledge base.

Yes, you can use this workflow to audit untranslated files across a wiki. It validates existing translations and scans for remaining English content in your raw directory, helping teams maintain consistent multilingual documentation coverage.

The translation workflow handles technical terms by preserving the original English text upon first appearance to maintain consistency. It also explicitly avoids altering API endpoints, image references, and links during the Chinese translation process.

The best way to unify multilingual documentation during ingestion is to translate new English material from the raw directory into Chinese and write it directly to the corresponding wiki node. This ensures immediate accessibility for Chinese users.

No, translating raw content will not overwrite your original file metadata. The process overwrites only the body text of the English source file while explicitly preserving the structural elements and YAML frontmatter.