main

ai-engine/services/match_commentary.py

@@ -58,6 +58,7 @@ def generate_match_commentary(package: Dict[str, Any]) -> Dict[str, Any]:
     summary = _build_summary(
         action, main_pick, market_board, v27_engine,
         score_pred, risk, data_quality, home, away,
+        match_info=match_info,
     )
 
     # ── Quick notes ───────────────────────────────────────────────
@@ -117,22 +118,35 @@ def _build_summary(
     data_quality: Dict[str, Any],
     home: str,
     away: str,
+    match_info: Optional[Dict[str, Any]] = None,
 ) -> str:
     parts: List[str] = []
 
+    # C-2: live-aware preamble — if the match is in play, lead with current score
+    # vs the pre-match read so users immediately see how the prediction is faring.
+    match_info = match_info or {}
+    if match_info.get("is_live"):
+        cur_home = match_info.get("current_score_home")
+        cur_away = match_info.get("current_score_away")
+        if cur_home is not None and cur_away is not None:
+            parts.append(
+                f"🔴 CANLI: {home} {cur_home} - {cur_away} {away} "
+                f"(aşağıdaki analiz maç öncesi tahmindir)"
+            )
+
     # Who is the favourite?
     ms_board = market_board.get("MS") or {}
     ms_pick = ms_board.get("pick", "")
     ms_conf = float(ms_board.get("confidence", 50) or 50)
 
-    if ms_pick == "1" and ms_conf > 45:
-        parts.append(f"{home} hafif favori görünüyor")
-    elif ms_pick == "1" and ms_conf > 55:
+    if ms_pick == "1" and ms_conf > 55:
         parts.append(f"{home} net favori")
-    elif ms_pick == "2" and ms_conf > 45:
-        parts.append(f"{away} hafif favori görünüyor")
+    elif ms_pick == "1" and ms_conf > 45:
+        parts.append(f"{home} hafif favori görünüyor")
     elif ms_pick == "2" and ms_conf > 55:
         parts.append(f"{away} net favori")
+    elif ms_pick == "2" and ms_conf > 45:
+        parts.append(f"{away} hafif favori görünüyor")
     else:
         parts.append("İki takım da birbirine yakın güçte")
 
@@ -262,6 +276,26 @@ def _detect_contradictions(
     triple_value = v27_engine.get("triple_value") or {}
     predictions = v27_engine.get("predictions") or {}
 
+    # C-2 live-vs-prediction mismatch
+    match_info = package.get("match_info") or {}
+    if match_info.get("is_live"):
+        cur_h = match_info.get("current_score_home")
+        cur_a = match_info.get("current_score_away")
+        ms_board_live = market_board.get("MS") or {}
+        predicted_pick = str(ms_board_live.get("pick") or "")
+        if cur_h is not None and cur_a is not None:
+            actual_pick: Optional[str] = None
+            if cur_h > cur_a:
+                actual_pick = "1"
+            elif cur_a > cur_h:
+                actual_pick = "2"
+            else:
+                actual_pick = "X"
+            if predicted_pick and actual_pick and predicted_pick != actual_pick:
+                contradictions.append(
+                    "Canlı durum maç öncesi tahmin ile çelişiyor — sürpriz GERÇEKLEŞİYOR"
+                )
+
     # MS contradiction: model says home but triple_value says away has value
     ms_preds = predictions.get("ms") or {}
     ms_home = float(ms_preds.get("home", 0) or 0)