fix: 解决 PR 评审问题

- 删除未使用的 website/blog/ 目录（blog 已禁用）
- React 降级到 ^18.3.1 以兼容 Docusaurus v3
- 移除 index.tsx GitHub 按钮多余的 marginLeft 内联样式
- README 论文引用改为 'Research Inspiration'，移除可能无效的裸 arXiv 链接，加说明脚注

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Author: Slartbartfast1

README.md

@@ -42,14 +42,16 @@ Quant Flow is an AI-powered automated trading system for [Hyperliquid DEX](https
 
 ### AI Decision Enhancements (Research-Backed)
 
-| Feature | Paper | Config | Description |
-|---------|-------|--------|-------------|
-| **FinCoT Reasoning** | [arXiv:2506.16123](https://arxiv.org/abs/2506.16123) | `prompt.set: nof1-improved` | 6-step forced reasoning chain, +17% accuracy, -8.9x token cost |
-| **Bull/Bear Debate** | [arXiv:2412.20138](https://arxiv.org/abs/2412.20138) | `debate.enabled` | Two agents debate bull/bear to eliminate confirmation bias |
-| **CEX Signals + On-chain** | [MDPI 2026](https://www.mdpi.com/2227-7390/14/2/346) | `enhanced_analysis.enabled` | Binance funding rate, Fear&Greed, MVRV/SOPR signals |
-| **Regime Adaptive** | [Springer 2025](https://link.springer.com/article/10.1007/s42521-024-00123-2) | `regime_adaptive.enabled` | Dynamic params for trending/ranging/volatile market states |
+| Feature | Research Inspiration | Config | Description |
+|---------|----------------------|--------|-------------|
+| **FinCoT Reasoning** | FinCoT (arXiv:2506.16123) | `prompt.set: nof1-improved` | 6-step forced reasoning chain, +17% accuracy, -8.9x token cost |
+| **Bull/Bear Debate** | TradingAgents (arXiv:2412.20138) | `debate.enabled` | Two agents debate bull/bear to eliminate confirmation bias |
+| **CEX Signals + On-chain** | [MDPI Mathematics 14(2):346](https://www.mdpi.com/2227-7390/14/2/346) | `enhanced_analysis.enabled` | Binance funding rate, Fear&Greed, MVRV/SOPR signals |
+| **Regime Adaptive** | [Springer Digital Finance](https://link.springer.com/article/10.1007/s42521-024-00123-2) | `regime_adaptive.enabled` | Dynamic params for trending/ranging/volatile market states |
 | **Market Monitor** | — | `market_monitor.enabled` | Independent thread triggers decisions on volatility spikes |
 
+> Papers listed are the academic research that inspired each feature's implementation.
+
 All enhancements are **controlled by independent config flags** and are **off by default**.
 
 ## Quick Start

grid_state.json

@@ -1,111 +1,59 @@
 {
   "active_grids": {
-    "BTC": {
-      "config": {
-        "action": "UPDATE_GRID",
-        "lower_price": 63296.8,
-        "upper_price": 68010.4,
-        "grid_num": 8,
-        "amount_per_grid": 24.42,
-        "tp_ratio": 0.006,
-        "sl_ratio": 0.05,
-        "mode": "LONG",
-        "reason": "15\u5206\u949f\u548c1\u5206\u949f\u5747\u663e\u793a\u5f3a\u52bf\u4e0a\u6da8\uff0c1\u5c0f\u65f6\u867d\u4e0a\u6da8\u8f6c\u5f31\u4f46\u6574\u4f53\u4ecd\u504f\u5f3a\uff0c\u5f53\u524d\u4ef7\u683c\u63a5\u8fd1\u533a\u95f4\u4e0a\u6cbf\uff0c\u9002\u5408LONG\u6a21\u5f0f\u4ee5\u73b0\u4ef7\u4e3a\u9876\u90e8\u5411\u4e0b\u94fa\u4e70\u5355\uff0c\u6355\u6349\u56de\u8c03\u673a\u4f1a\u3002"
-      },
-      "buy_orders": [
-        {
-          "oid": 313972497914,
-          "px": 63296.8
-        },
-        {
-          "oid": 313972571848,
-          "px": 63949.6
-        }
-      ],
-      "sell_orders": [],
-      "last_sync": 1770388301.453679
-    },
     "ETH": {
       "config": {
         "action": "UPDATE_GRID",
-        "lower_price": 1949.4,
-        "upper_price": 2094.5,
-        "grid_num": 8,
+        "lower_price": 2244.8,
+        "upper_price": 2407.8,
+        "grid_num": 7,
         "amount_per_grid": 15.5,
-        "tp_ratio": 0.006,
-        "sl_ratio": 0.05,
-        "mode": "LONG",
-        "reason": "\u5f53\u524d\u4ef7\u683c $2073.8 \u63a5\u8fd1\u4e0a\u65b9\u963b\u529b\u4f4d $2100.3\uff0c15\u5206\u949f\u548c1\u5206\u949f\u8d8b\u52bf\u663e\u793a\u5f3a\u52bf\u4e0b\u8dcc\uff0c\u9884\u671f\u4ef7\u683c\u5c06\u56de\u8c03\u3002LONG \u6a21\u5f0f\u5c06\u7f51\u683c\u4ee5\u73b0\u4ef7\u4e3a\u9876\u90e8\u5411\u4e0b\u94fa\u4e70\u5355\uff0c\u9002\u5408\u9022\u4f4e\u5438\u7eb3\u3002"
+        "tp_ratio": 0.0071,
+        "sl_ratio": 0.0142,
+        "mode": "SHORT",
+        "reason": "\u591a\u5468\u671f\u5f3a\u52bf\u4e0a\u6da8\u4f46RSI\u8d85\u4e70\u4e25\u91cd\uff0c\u9884\u671f\u56de\u8c03",
+        "width_pct": 0.06185595925466132
       },
       "buy_orders": [
         {
-          "oid": 314706998387,
-          "px": 1949.4
-        },
-        {
-          "oid": 314707021313,
-          "px": 1969.5
-        },
-        {
-          "oid": 314707050731,
-          "px": 1989.8
-        },
-        {
-          "oid": 314707073606,
-          "px": 2010.3
-        },
-        {
-          "oid": 314707116538,
-          "px": 2031.0
-        },
-        {
-          "oid": 314707146226,
-          "px": 2052.0
-        },
-        {
-          "oid": 49706075439,
-          "px": 1960.4
-        },
-        {
-          "oid": 49706078814,
-          "px": 1944.6
+          "oid": 350360038076,
+          "px": 2242.2
         },
         {
-          "oid": 49706495900,
-          "px": 1962.6
+          "oid": 350359982305,
+          "px": 2251.2
         },
         {
-          "oid": 49706499382,
-          "px": 1946.7
+          "oid": 350359176896,
+          "px": 2244.8
         }
       ],
       "sell_orders": [
         {
-          "oid": 49706076897,
-          "px": 1992.1
+          "oid": 350359844985,
+          "px": 2407.8
         },
         {
-          "oid": 49706080350,
-          "px": 2007.9
+          "oid": 350359710766,
+          "px": 2379.8
         },
         {
-          "oid": 49706497713,
-          "px": 1994.2
+          "oid": 350359564181,
+          "px": 2352.2
         },
         {
-          "oid": 49706500917,
-          "px": 2010.1
+          "oid": 350359467243,
+          "px": 2324.9
         },
         {
-          "oid": 49707517569,
-          "px": 1994.0
+          "oid": 350359395065,
+          "px": 2297.9
         },
         {
-          "oid": 49707521751,
-          "px": 2009.8
+          "oid": 350359269493,
+          "px": 2271.2
         }
       ],
-      "last_sync": 1772855239.6880953
+      "last_sync": 1773638132.258284
     }
   }
 }