- Restructure README (EN + ZH): reorder sections, unify sub-heading format
- Add Demo Cases section with two annotated examples and screenshots
- Add static/ folder with all screenshots and header image
- Add Quick Start anchor link from Skills section to installation
- Split Verify Connection into AI Agent and CLI options
- Rename Prerequisites → Get Started / 准备工作 → 开始安装 Skills