main

ai-engine/services/match_commentary.py

@@ -62,7 +62,7 @@ def generate_match_commentary(package: Dict[str, Any]) -> Dict[str, Any]:
     )
 
     # ── Quick notes ───────────────────────────────────────────────
-    notes = _build_notes(market_board, v27_engine, score_pred, risk, home, away)
+    notes = _build_notes(market_board, v27_engine, score_pred, risk, home, away, league_name=match_info.get("league", ""))
 
     # ── Contradiction detection ───────────────────────────────────
     contradictions = _detect_contradictions(market_board, v27_engine, package)
@@ -206,11 +206,17 @@ def _build_notes(
     risk: Dict[str, Any],
     home: str,
     away: str,
+    league_name: str = "",
 ) -> List[str]:
     notes: List[str] = []
     triple_value = v27_engine.get("triple_value") or {}
     odds_band = v27_engine.get("odds_band") or {}
 
+    # Cup game note — model uses league statistics; cup dynamics differ
+    _cup_kws = ("kupa", "cup", "coupe", "copa", "pokal", "ziraat", "trophy", "shield", "super cup", "süper kupa")
+    if any(kw in (league_name or "").lower() for kw in _cup_kws):
+        notes.append("⚠️ Kupa maçı: ev avantajı zayıf, rotasyon ve düşük motivasyon riski var")
+
     # MS note
     ms = market_board.get("MS") or {}
     ms_conf = float(ms.get("confidence", 0) or 0)