diff --git a/run_tip_generator.sh b/run_tip_generator.sh
new file mode 100755
index 0000000..d075e9c
--- /dev/null
+++ b/run_tip_generator.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+cd "/Users/sebastianfrohlich/Projekte/Lotto"
+source venv/bin/activate
+python scripts/automation/weekly_tip_generator.py
diff --git a/scripts/automation/com.lotto.weekly.plist b/scripts/automation/com.lotto.weekly.plist
index a0de550..13a3d8f 100644
--- a/scripts/automation/com.lotto.weekly.plist
+++ b/scripts/automation/com.lotto.weekly.plist
@@ -2,22 +2,16 @@
 <!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>
+        <string>/Users/sebastianfrohlich/Projekte/Lotto/run_tip_generator.sh</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>
@@ -26,7 +20,6 @@
             <key>Minute</key>
             <integer>0</integer>
         </dict>
-        <!-- Freitag 21:00 (vor Samstag-Ziehung) -->
         <dict>
             <key>Weekday</key>
             <integer>5</integer>
@@ -37,34 +30,28 @@
         </dict>
     </array>
 
-    <!-- Arbeitsverzeichnis -->
     <key>WorkingDirectory</key>
-    <string>/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto</string>
+    <string>/Users/sebastianfrohlich/Projekte/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>
+    <string>/Users/sebastianfrohlich/Projekte/Lotto/logs/stdout.log</string>
     <key>StandardErrorPath</key>
-    <string>/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto/logs/stderr.log</string>
+    <string>/Users/sebastianfrohlich/Projekte/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>
+        <string>/opt/homebrew/bin:/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>
diff --git a/scripts/automation/weekly_tip_generator.py b/scripts/automation/weekly_tip_generator.py
index e5ac531..e6e1ebc 100644
--- a/scripts/automation/weekly_tip_generator.py
+++ b/scripts/automation/weekly_tip_generator.py
@@ -271,7 +271,7 @@ def main():
     parser.add_argument(
         '--data-dir',
         type=str,
-        default="/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto/data",
+        default="/Users/sebastianfrohlich/Projekte/Lotto/data",
         help='Daten-Verzeichnis'
     )