diff --git a/backend/agent/tools/sb_shell_tool.py b/backend/agent/tools/sb_shell_tool.py
index 6ead87ff..bc1771f7 100644
--- a/backend/agent/tools/sb_shell_tool.py
+++ b/backend/agent/tools/sb_shell_tool.py
@@ -102,29 +102,39 @@ class SandboxShellTool(SandboxToolsBase):
         pdftotext input.pdf -layout 2>&1 || echo "Error processing PDF" && ls -la output.txt
         </execute-command>
 
+        <!-- Example 6: Command with custom timeout (3 minutes) -->
+        <execute-command timeout="180">
+        python long_running_script.py
+        </execute-command>
+
+        <!-- Example 7: Command with custom timeout and folder -->
+        <execute-command folder="scripts" timeout="180">
+        python data_processing.py
+        </execute-command>
+
         <!-- NON-BLOCKING COMMANDS: Use these for long-running operations to prevent timeouts -->
 
-        <!-- Example 6: Basic non-blocking command with & operator -->
+        <!-- Example 8: Basic non-blocking command with & operator -->
         <execute-command>
         python scraper.py --large-dataset > scraper_output.log 2>&1 &
         </execute-command>
 
-        <!-- Example 7: Run a process with nohup for immunity to hangups -->
+        <!-- Example 9: Run a process with nohup for immunity to hangups -->
         <execute-command>
         nohup python processor.py --heavy-computation > processor.log 2>&1 &
         </execute-command>
 
-        <!-- Example 8: Starting a background process and storing its PID -->
+        <!-- Example 10: Starting a background process and storing its PID -->
         <execute-command>
         python long_task.py & echo $! > task.pid
         </execute-command>
 
-        <!-- Example 9: Checking if a process is still running -->
+        <!-- Example 11: Checking if a process is still running -->
         <execute-command>
         ps -p $(cat task.pid)
         </execute-command>
 
-        <!-- Example 10: Killing a background process -->
+        <!-- Example 12: Killing a background process -->
         <execute-command>
         kill $(cat task.pid)
         </execute-command>