Update app.py

app.py

@@ -296,11 +296,11 @@ async def run_unified_cycle():
 
         # LAYER 1: Adaptive Screening
         current_regime = getattr(SystemLimits, 'CURRENT_REGIME', 'UNKNOWN')
-        log_and_print(f"   [1/5] 🔍 L1 Screening (Regime: {current_regime})...")
-        
-        candidates = await data_manager.layer1_rapid_screening()
+        log_and_print(f"   [1/5] 🔍 L1 Screening (Context Aware)...")
+    # Pass adaptive_hub so DataManager can fetch DNA per coin
+         candidates = await data_manager.layer1_rapid_screening(adaptive_hub_ref=adaptive_hub) 
         if not candidates:
-            log_and_print("⚠️ No L1 candidates found for current regime.")
+        log_and_print("⚠️ No valid candidates found (Quality Filter).")
             sys_state.set_cycle_end(logs=log_buffer.getvalue())
             return