Improve Telegram notifications and fix data paths

- Enhanced Telegram message format to show TOP 3 by Confidence AND Quality
- Added average statistics (Confidence & Quality) to notifications
- Fixed hardcoded iCloud path in generator (now uses --data-dir parameter)
- Updated AlleEurojackpotzahlen.csv with latest draw (Jan 9)
- Added run_update_and_learn.sh wrapper script
- Created com.eurojackpot.update.plist for automated updates

Benefits:
- Better tip selection with dual metrics visibility
- Generator now works with correct project paths
- More robust automation setup

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

scripts/utils/notifier.py

@@ -60,24 +60,41 @@ class EurojackpotNotifier:
         """
         subject = f"🎲 {len(tips)} neue Eurojackpot-Tipps generiert!"
 
-        # Sortiere Tips nach Confidence
-        sorted_tips = sorted(tips, key=lambda x: x.get('confidence', 0), reverse=True)
+        # Statistiken
+        avg_conf = sum(t.get('confidence', 0) for t in tips) / len(tips) if tips else 0
+        avg_qual = sum(t.get('quality', 0) for t in tips) / len(tips) if tips else 0
 
-        # Top 5 formatieren
-        top5_text = ""
-        for i, tip in enumerate(sorted_tips[:5], 1):
+        # Top 3 nach Confidence
+        sorted_by_conf = sorted(tips, key=lambda x: x.get('confidence', 0), reverse=True)[:3]
+        top3_conf_text = ""
+        for i, tip in enumerate(sorted_by_conf, 1):
+            emoji = "🥇" if i == 1 else "🥈" if i == 2 else "🥉"
             main = tip.get('main_numbers', '?')
             euro = tip.get('euro_numbers', '?')
             conf = tip.get('confidence', 0)
-            strat = tip.get('strategy', 'UNKNOWN')
             qual = tip.get('quality', 0)
+            strat = tip.get('strategy', 'UNKNOWN')
 
-            # Emoji basierend auf Rang
-            emoji = "🏆" if i == 1 else "🥈" if i == 2 else "🥉" if i == 3 else "⭐"
-
-            top5_text += f"""{emoji} #{i} - Confidence: {conf:.2%}
+            top3_conf_text += f"""{emoji} #{i} - Conf: {conf:.2%} | Q: {qual:.3f}
 🔢 {main} + ⭐ {euro}
-📈 {strat} | Quality: {qual:.3f}
+📈 {strat}
+
+"""
+
+        # Top 3 nach Quality
+        sorted_by_qual = sorted(tips, key=lambda x: x.get('quality', 0), reverse=True)[:3]
+        top3_qual_text = ""
+        for i, tip in enumerate(sorted_by_qual, 1):
+            emoji = "🥇" if i == 1 else "🥈" if i == 2 else "🥉"
+            main = tip.get('main_numbers', '?')
+            euro = tip.get('euro_numbers', '?')
+            conf = tip.get('confidence', 0)
+            qual = tip.get('quality', 0)
+            strat = tip.get('strategy', 'UNKNOWN')
+
+            top3_qual_text += f"""{emoji} #{i} - Q: {qual:.3f} | Conf: {conf:.2%}
+🔢 {main} + ⭐ {euro}
+📈 {strat}
 
 """
 
@@ -87,9 +104,16 @@ class EurojackpotNotifier:
 📊 Anzahl Tipps: {len(tips)}
 ⏰ Zeitpunkt: {timestamp}
 
-🏆 TOP 5 EMPFEHLUNGEN:
+📊 STATISTIKEN:
+🎯 Ø Confidence: {avg_conf:.4f}
+💎 Ø Quality: {avg_qual:.4f}
+
+🎯 TOP 3 NACH CONFIDENCE:
 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
-{top5_text}
+{top3_conf_text}
+💎 TOP 3 NACH QUALITY:
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+{top3_qual_text}
 💡 Alle 10 Tipps findest du in der CSV-Datei!
 
 Viel Glück! 🍀