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README.md

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+# WFGY 1.0: A Universal Framework for Self-Healing LLMs
+
+Author: PSBigBig  
+GitHub: https://github.com/onestardao/WFGY  
+Contact: hello@onestardao.com
+
+---
+
+## 🚀 Run This Project (Quick Demo)
+
+Clone the repo and run:
+
+```bash
+bash reproduce.sh
+```
+
+This will initialize the SDK and automatically reproduce all key results.
+
+---
+
+## ⭐ Challenge: Unlock WFGY 2.0
+
+If we reach **10,000 GitHub stars before July 10, 2025**,  
+we will release **WFGY 2.0** with advanced reasoning, semantic modules, and training code.
+
+You can be part of this moment.
+
+---
+
+## 🔧 Files Included
+
+```
+WFGY/
+├── wfgy_sdk/          ← Core SDK (initializer, evaluator, CLI)
+├── benchmarks/        ← Evaluation configs
+├── demo/              ← Sample prompts
+├── reproduce.sh       ← One-click reproducibility
+├── environment.yml
+├── requirements.txt
+├── Dockerfile
+├── README.md
+```
+
+---
+
+This repository is a companion to the scientific paper.  
+All key results are fully reproducible with this package.
+