Improve Telegram notifications and update automation

- Enhanced Telegram message format to show TOP 3 by Confidence AND Quality
- Added average statistics (Confidence & Quality) to notifications
- Generated new tips with updated data (3,090 draws, latest: Jan 10)
- Added run_update_and_learn.sh wrapper script
- Created com.lotto.update.plist for automated updates
- Updated AlleLottozahlen.csv with latest draws

Benefits:
- Better tip selection with dual metrics visibility
- Clearer understanding of tip performance
- More informed decision-making for users

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

data/generated_tips/generation_history.json

@@ -118,6 +118,20 @@
       "file": "weekly_lotto_tips_20260105_193153.csv",
       "avg_confidence": 0.4169894391741245,
       "avg_quality": 0.6052850635944613
+    },
+    {
+      "timestamp": "2026-01-09T14:55:23.616725",
+      "num_tips": 10,
+      "file": "weekly_lotto_tips_20260109_145523.csv",
+      "avg_confidence": 0.42647604748150647,
+      "avg_quality": 0.6151016879338203
+    },
+    {
+      "timestamp": "2026-01-13T14:48:16.333886",
+      "num_tips": 10,
+      "file": "weekly_lotto_tips_20260113_144816.csv",
+      "avg_confidence": 0.40184204865505785,
+      "avg_quality": 0.5939368072145434
     }
   ]
 }

data/generated_tips/weekly_lotto_tips_20260113_144816.csv

@@ -0,0 +1,11 @@
+Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
+1,8-12-20-39-46-47,6,HYBRID-OPT,0.5071,0.0958,0.4617,0.6041
+2,8-9-10-31-35-46,6,HYBRID-OPT,0.4942,0.0767,0.4492,0.5990
+3,3-8-14-17-21-46,6,HYBRID-OPT,0.5249,0.0974,0.4703,0.6140
+4,8-11-35-38-45-46,1,HYBRID-OPT,0.6417,0.0178,0.4950,0.6419
+5,11-22-25-35-45-46,5,HYBRID-OPT,0.5132,0.0854,0.4608,0.5917
+6,3-8-23-26-37-46,2,PURE-AI,0.5114,0.1463,0.4383,0.6202
+7,6-11-21-28-32-45,7,PURE-AI,0.3095,0.0838,0.2644,0.4748
+8,8-12-20-23-35-46,6,ENSEMBLE,0.6731,0.1463,0.4097,0.6781
+9,8-12-20-23-35-46,3,ENSEMBLE,0.6731,0.1463,0.4097,0.6781
+10,2-9-24-30-35-49,6,PURE-PATTERN,0.1895,0.1463,0.1592,0.4375