Update app.py

app.py

@@ -342,11 +342,12 @@ def generate_trading_signals(df):
     
     macd, signal = calculate_macd(df)
     
-    # Ultra-strict MACD Signal - Require a difference of at least 1.0
+
+    # Inverted: Bullish = Sell, Bearish = Buy
     df['MACD_Signal'] = np.select([
-        (macd > signal) & (macd.shift(1) <= signal.shift(1)) & ((macd - signal) > 1.0),
-        (macd < signal) & (macd.shift(1) >= signal.shift(1)) & ((signal - macd) > 1.0)
-    ], [1, -1], default=0)
+        (macd > signal) & (macd.shift(1) <= signal.shift(1)) & ((macd - signal) > 1.0),   # Was buy, now sell
+        (macd < signal) & (macd.shift(1) >= signal.shift(1)) & ((signal - macd) > 1.0)    # Was sell, now buy
+    ], [-1, 1], default=0)
     
     # Ultra-strict RSI Signal - Extreme thresholds
     df['RSI_Signal'] = np.where(df['RSI'] < 15, 1, 0)