Add Deep Learning (LSTM) + Quick Wins automation features

Major improvements:
- Deep Learning integration with PyTorch LSTM (Bidirectional, 128→64 units)
- Hybrid predictor: 40% RandomForest + 60% Deep Learning
- LaunchAgent for automatic weekly tip generation (Tue/Fri 21:00)
- Health-Check system with auto-recovery and Telegram alerts
- Model caching and intelligent retraining logic
- Updated CSV data and generated tips
- Performance reports for recent draws

Technical details:
- PyTorch used instead of TensorFlow (Python 3.14 compatibility)
- Apple Silicon MPS acceleration support
- Sequence learning with 20-draw history
- Early stopping and learning rate scheduling

🤖 Generated with [Claude Code](https://claude.com/claude-code)

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

scripts/automation/com.lotto.weekly.plist

@@ -0,0 +1,71 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+    <!-- Label - Eindeutige Identifier -->
+    <key>Label</key>
+    <string>com.lotto.weekly</string>
+
+    <!-- Programm-Pfad -->
+    <key>ProgramArguments</key>
+    <array>
+        <string>/bin/bash</string>
+        <string>-c</string>
+        <string>cd "/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto" &amp;&amp; source venv/bin/activate &amp;&amp; python scripts/automation/weekly_tip_generator.py 2>&1 | tee -a logs/launchagent.log</string>
+    </array>
+
+    <!-- Zeitplan: Dienstag und Freitag um 21:00 -->
+    <key>StartCalendarInterval</key>
+    <array>
+        <!-- Dienstag 21:00 (vor Mittwoch-Ziehung) -->
+        <dict>
+            <key>Weekday</key>
+            <integer>2</integer>
+            <key>Hour</key>
+            <integer>21</integer>
+            <key>Minute</key>
+            <integer>0</integer>
+        </dict>
+        <!-- Freitag 21:00 (vor Samstag-Ziehung) -->
+        <dict>
+            <key>Weekday</key>
+            <integer>5</integer>
+            <key>Hour</key>
+            <integer>21</integer>
+            <key>Minute</key>
+            <integer>0</integer>
+        </dict>
+    </array>
+
+    <!-- Arbeitsverzeichnis -->
+    <key>WorkingDirectory</key>
+    <string>/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto</string>
+
+    <!-- Standard Output/Error Logging -->
+    <key>StandardOutPath</key>
+    <string>/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto/logs/stdout.log</string>
+    <key>StandardErrorPath</key>
+    <string>/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto/logs/stderr.log</string>
+
+    <!-- Wichtig: RunAtLoad für sofortigen Test -->
+    <key>RunAtLoad</key>
+    <false/>
+
+    <!-- Environment Variables -->
+    <key>EnvironmentVariables</key>
+    <dict>
+        <key>PATH</key>
+        <string>/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin</string>
+        <key>LANG</key>
+        <string>de_DE.UTF-8</string>
+    </dict>
+
+    <!-- Wichtig: Auch bei Sleep/Wake ausführen -->
+    <key>LaunchOnlyOnce</key>
+    <false/>
+
+    <!-- Process Nice Level (niedrigere Priorität) -->
+    <key>Nice</key>
+    <integer>10</integer>
+</dict>
+</plist>