Refactor code structure for improved readability and maintainability

.github/assets/cn_info.md

@@ -0,0 +1,7 @@
+# 📱 EvoScientist 微信二维码
+
+### 👥 微信交流群:
+
+<!-- ![微信群二维码](./wechat_group.jpeg) -->
+<!-- 3-23 -->
+<img src="./wechat_group.jpeg" alt="微信群二维码" width="300"/>

README.md

@@ -506,6 +506,11 @@ We welcome contributions from developers, researchers, and AI coding agents at a
 
 ### 👥 Community Contributors
 
+⚗️ Join the EvoScientist community to discuss AI-driven research, share experiment results, and help shape the future of automated scientific discovery.
+
+- [Discord](https://discord.gg/???) — Ask questions, share findings, and collaborate with researchers and developers in real-time.
+- [WeChat](https://github.com/EvoScientist/EvoScientist/blob/main/.github/assets/cn_info.md) — Connect with our Chinese-speaking research community.
+
 Every contribution brings us one step closer to a future where AI accelerates scientific breakthroughs for all of humanity.
 
 <a href="https://github.com/EvoScientist/EvoScientist/graphs/contributors">

README.zh-CN.md

@@ -515,6 +515,11 @@ Jan Piotrowski, Wiktor Cupiał, Jakub Kaliski, Jakub Filipiuk, Xinhao Yi, Shuyu
 
 ### 👥 社区贡献者
 
+⚗️ 加入 EvoScientist 社区，探讨 AI 驱动的科研前沿，分享实验成果，共同推动自动化科学发现的未来。
+
+- [Discord](https://discord.gg/???) — 实时提问、分享发现，与研究者和开发者协作交流。
+- [微信](https://github.com/EvoScientist/EvoScientist/blob/main/.github/assets/cn_info.md) — 加入中文社区，与国内研究者和开发者交流。
+
 每一份贡献，都让我们离 AI 驱动科学突破、造福全人类的未来更近一步。
 
 <a href="https://github.com/EvoScientist/EvoScientist/graphs/contributors">