Turn experience into something reusable.

The English archive is being built progressively. New English articles will be added from the Chinese originals after the technical terminology, examples, and diagrams have been reviewed rather than through an automatic word-for-word translation.

How to prepare an English article

For each article, prepare an English Markdown file next to the Chinese source with the same filename and the .en.md suffix. Keep the same translationKey, date, category, and tags, then translate the title, summary, headings, body, code comments, and image captions.

Recommended structure:

• State the problem and intended reader first.
• Explain the model or architecture with concrete examples.
• Keep code and API names unchanged; translate surrounding explanation.
• Add a short conclusion with trade-offs and next steps.
• Use stable English category and tag names so filtering remains consistent.

The first suitable articles for translation are the xclaw Connector series, the Agent memory series, and the Yico Agent scenario article. The Chinese archive remains the complete source while the English archive grows.