new

Signed-off-by: TIANHE <TIANHE@GMAIL.COM>

README.md

@@ -93,8 +93,15 @@ QuantDinger includes a built-in **LLM-based multi-agent research system** that g
 ---
 
 ## 📚 Documentation
+
+### Guides
 - [Python Strategy Development Guide](docs/STRATEGY_DEV_GUIDE.md)
 
+### Notification Configuration
+- [Telegram Notification Setup](docs/NOTIFICATION_TELEGRAM_CONFIG_EN.md)
+- [Email (SMTP) Notification Setup](docs/NOTIFICATION_EMAIL_CONFIG_EN.md)
+- [SMS (Twilio) Notification Setup](docs/NOTIFICATION_SMS_CONFIG_EN.md)
+
 ## 📸 Visual Tour
 
 <div align="center">
@@ -130,6 +137,13 @@ QuantDinger includes a built-in **LLM-based multi-agent research system** that g
       <img src="docs/screenshots/indicator_creat_python_code.png" alt="Code Generation" style="border-radius: 6px;">
     </td>
   </tr>
+  <tr>
+    <td colspan="2" align="center" valign="top">
+      <h3>📊 Portfolio Monitor</h3>
+      <p>Track positions, set alerts, and receive AI-powered analysis via Email/Telegram.</p>
+      <img src="docs/screenshots/portfolio.jpg" alt="Portfolio Monitor" style="border-radius: 6px; max-width: 90%;">
+    </td>
+  </tr>
 </table>
 
 ---

README_CN.md

@@ -93,8 +93,15 @@ QuantDinger 包含一个内置的**基于 LLM 的多智能体研究系统**，
 ---
 
 ## 📚 文档
+
+### 开发指南
 - [Python 策略开发指南](docs/STRATEGY_DEV_GUIDE_CN.md)
 
+### 通知配置
+- [Telegram 通知配置](docs/NOTIFICATION_TELEGRAM_CONFIG_CH.md)
+- [邮件 (SMTP) 通知配置](docs/NOTIFICATION_EMAIL_CONFIG_CH.md)
+- [短信 (Twilio) 通知配置](docs/NOTIFICATION_SMS_CONFIG_CH.md)
+
 ## 📸 功能预览
 
 <div align="center">
@@ -130,6 +137,13 @@ QuantDinger 包含一个内置的**基于 LLM 的多智能体研究系统**，
       <img src="docs/screenshots/indicator_creat_python_code.png" alt="Code Generation" style="border-radius: 6px;">
     </td>
   </tr>
+  <tr>
+    <td colspan="2" align="center" valign="top">
+      <h3>📊 资产监测</h3>
+      <p>追踪持仓、设置预警，并通过邮件/Telegram 接收 AI 分析报告。</p>
+      <img src="docs/screenshots/portfolio.jpg" alt="Portfolio Monitor" style="border-radius: 6px; max-width: 90%;">
+    </td>
+  </tr>
 </table>
 
 ---

README_JA.md

@@ -93,8 +93,15 @@ QuantDingerには、ウェブから金融情報を収集し、ローカル市場
 ---
 
 ## 📚 ドキュメント
+
+### 開発ガイド
 - [Python 戦略開発ガイド](docs/STRATEGY_DEV_GUIDE_JA.md)
 
+### 通知設定
+- [Telegram 通知設定](docs/NOTIFICATION_TELEGRAM_CONFIG_EN.md)
+- [メール (SMTP) 通知設定](docs/NOTIFICATION_EMAIL_CONFIG_EN.md)
+- [SMS (Twilio) 通知設定](docs/NOTIFICATION_SMS_CONFIG_EN.md)
+
 ## 📸 ビジュアルツアー
 
 <div align="center">
@@ -130,6 +137,13 @@ QuantDingerには、ウェブから金融情報を収集し、ローカル市場
       <img src="docs/screenshots/indicator_creat_python_code.png" alt="Code Generation" style="border-radius: 6px;">
     </td>
   </tr>
+  <tr>
+    <td colspan="2" align="center" valign="top">
+      <h3>📊 ポートフォリオモニター</h3>
+      <p>ポジション追跡、アラート設定、メール/Telegram経由でAI分析レポートを受信。</p>
+      <img src="docs/screenshots/portfolio.jpg" alt="Portfolio Monitor" style="border-radius: 6px; max-width: 90%;">
+    </td>
+  </tr>
 </table>
 
 ---

README_KO.md

@@ -93,8 +93,15 @@ QuantDinger는 웹에서 금융 정보를 수집하고, 로컬 시장 데이터
 ---
 
 ## 📚 문서
+
+### 개발 가이드
 - [Python 전략 개발 가이드](docs/STRATEGY_DEV_GUIDE_KO.md)
 
+### 알림 설정
+- [Telegram 알림 설정](docs/NOTIFICATION_TELEGRAM_CONFIG_EN.md)
+- [이메일 (SMTP) 알림 설정](docs/NOTIFICATION_EMAIL_CONFIG_EN.md)
+- [SMS (Twilio) 알림 설정](docs/NOTIFICATION_SMS_CONFIG_EN.md)
+
 ## 📸 비주얼 투어
 
 <div align="center">
@@ -130,6 +137,13 @@ QuantDinger는 웹에서 금융 정보를 수집하고, 로컬 시장 데이터
       <img src="docs/screenshots/indicator_creat_python_code.png" alt="Code Generation" style="border-radius: 6px;">
     </td>
   </tr>
+  <tr>
+    <td colspan="2" align="center" valign="top">
+      <h3>📊 포트폴리오 모니터</h3>
+      <p>포지션 추적, 알림 설정, 이메일/Telegram으로 AI 분석 보고서 수신.</p>
+      <img src="docs/screenshots/portfolio.jpg" alt="Portfolio Monitor" style="border-radius: 6px; max-width: 90%;">
+    </td>
+  </tr>
 </table>
 
 ---

README_TW.md

@@ -93,8 +93,15 @@ QuantDinger 包含一個內置的**基於 LLM 的多智能體研究系統**，
 ---
 
 ## 📚 文檔
+
+### 開發指南
 - [Python 策略開發指南](docs/STRATEGY_DEV_GUIDE_TW.md)
 
+### 通知配置
+- [Telegram 通知配置](docs/NOTIFICATION_TELEGRAM_CONFIG_CH.md)
+- [郵件 (SMTP) 通知配置](docs/NOTIFICATION_EMAIL_CONFIG_CH.md)
+- [簡訊 (Twilio) 通知配置](docs/NOTIFICATION_SMS_CONFIG_CH.md)
+
 ## 📸 功能預覽
 
 <div align="center">
@@ -130,6 +137,13 @@ QuantDinger 包含一個內置的**基於 LLM 的多智能體研究系統**，
       <img src="docs/screenshots/indicator_creat_python_code.png" alt="Code Generation" style="border-radius: 6px;">
     </td>
   </tr>
+  <tr>
+    <td colspan="2" align="center" valign="top">
+      <h3>📊 資產監測</h3>
+      <p>追蹤持倉、設置預警，並通過郵件/Telegram 接收 AI 分析報告。</p>
+      <img src="docs/screenshots/portfolio.jpg" alt="Portfolio Monitor" style="border-radius: 6px; max-width: 90%;">
+    </td>
+  </tr>
 </table>
 
 ---

backend_api_python/app/routes/strategy.py

@@ -342,7 +342,7 @@ def get_positions():
 
         now = int(time.time())
         # Fetch prices once per symbol to reduce API calls.
-        sym_to_price: Dict[str, float] = {}
+        sym_to_price: dict[str, float] = {}
         ds = DataSourceFactory.get_source("Crypto")
         for r in rows:
             sym = (r.get("symbol") or "").strip()