diff --git a/src/workflow/ArcanistWorkflow.php b/src/workflow/ArcanistWorkflow.php
--- a/src/workflow/ArcanistWorkflow.php
+++ b/src/workflow/ArcanistWorkflow.php
@@ -814,6 +814,31 @@
     return empty($this->arguments['allow-untracked']);
   }
 
+  final protected function promptForUntracked($api, $untracked) {
+    $prompt = pht(' y - Ignore %d untracked path(s) and continue',
+                  phutil_count($untracked))."\n".
+            pht(' ! - Delete %d untracked path(s) and continue',
+                phutil_count($untracked))."\n".
+            pht(' N - Abort')."\n".
+            "[y/!/N] ?";
+
+    do {
+      $response = phutil_console_prompt($prompt);
+      $c = trim(strtolower($response));
+    } while ($c != 'y' && $c != 'n' && $c != '!' && $c != '');
+    echo "\n";
+
+    if ($c == '' || $c == 'n') {
+      throw new ArcanistUserAbortException();
+    }
+
+    if ($c == '!') {
+      foreach ($untracked as $path) {
+        Filesystem::remove($path);
+      }
+    }
+  }
+
   final public function setCommitMode($mode) {
     $this->commitMode = $mode;
     return $this;
@@ -931,7 +956,7 @@
     if ($untracked) {
       echo sprintf(
         "%s\n\n%s",
-        pht('You have untracked files in this working copy.'),
+        pht('You have untracked paths in this working copy.'),
         $working_copy_desc);
 
       if ($api instanceof ArcanistGitAPI) {
@@ -958,13 +983,7 @@
         $hint,
         $untracked_list);
 
-      $prompt = pht(
-        'Ignore these %s untracked file(s) and continue?',
-        phutil_count($untracked));
-
-      if (!phutil_console_confirm($prompt)) {
-        throw new ArcanistUserAbortException();
-      }
+      $this->promptForUntracked($api, $untracked);
     }