leehwui 1376d60ed5 feat: implement true OPRO with Gemini-style UI ...

- Add true OPRO system instruction optimization (vs query rewriting)
- Implement iterative optimization with performance trajectory
- Add new OPRO API endpoints (/opro/create, /opro/generate_and_evaluate, /opro/execute)
- Create modern Gemini-style chat UI (frontend/opro.html)
- Optimize performance: reduce candidates from 20 to 10 (2x faster)
- Add model selector in UI toolbar
- Add collapsible sidebar with session management
- Add copy button for instructions
- Ensure all generated prompts use simplified Chinese
- Update README with comprehensive documentation
- Add .gitignore for local_docs folder

2025-12-06 17:24:28 +08:00

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