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ANNOTATE/README.md

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 A professional web-based interface for manually marking profitable buy/sell signals on historical market data to generate high-quality training test cases for machine learning models.
 
-**Status**: ✅ **Production Ready** - Core features complete and tested
+**Status**:  **Production Ready** - Core features complete and tested
 
 ## ✨ Key Features
 
@@ -27,7 +27,7 @@ A professional web-based interface for manually marking profitable buy/sell sign
 - **Data consistency**: Uses same DataProvider as training/inference
 - **Auto-save**: Test cases saved to JSON files
 
-### 🔄 Data Integration
+###  Data Integration
 - **Existing DataProvider**: No duplicate data fetching
 - **Cached data**: Leverages existing cache
 - **Same quality**: Identical data structure as models see
@@ -39,7 +39,7 @@ A professional web-based interface for manually marking profitable buy/sell sign
 - **Responsive**: Works on different screen sizes
 - **Keyboard shortcuts**: Arrow keys for navigation
 
-## 🚀 Quick Start
+##  Quick Start
 
 ### Installation