diff --git a/apps/dashboard/app/javascript/script_show.js b/apps/dashboard/app/javascript/script_show.js
index b27b4f58dd..cd2cda95bf 100644
--- a/apps/dashboard/app/javascript/script_show.js
+++ b/apps/dashboard/app/javascript/script_show.js
@@ -1,5 +1,5 @@
 import { makeChangeHandlers } from './dynamic_forms';
 
 jQuery(function() {
-  makeChangeHandlers('script');
+  makeChangeHandlers('launcher');
 });
diff --git a/apps/dashboard/app/lib/cluster_cache.rb b/apps/dashboard/app/lib/cluster_cache.rb
new file mode 100644
index 0000000000..0d048bf43c
--- /dev/null
+++ b/apps/dashboard/app/lib/cluster_cache.rb
@@ -0,0 +1,50 @@
+# frozen_string_literal: true
+
+module ClusterCache
+  def cluster_options
+    Rails.cache.fetch('script_cluster_options', expires_in: 4.hours) do
+      max_cores_map = cluster_max_cores
+      batch_clusters.map do |cluster|
+        options = if max_cores_map[cluster.id]
+                    { 'data-max-auto-cores': max_cores_map[cluster.id] }
+                  else
+                    {}
+                  end
+        [cluster.id.to_s, cluster.id.to_s, options]
+      end.sort_by { |option| option[0] }
+    end
+  end
+
+  def cluster_nodes
+    Rails.cache.fetch('script_cluster_nodes', expires_in: 4.hours) do
+      {}.tap do |hash|
+        batch_clusters.map do |cluster|
+          hash[cluster.id] = cluster.job_adapter.nodes if cluster.slurm?
+        end
+      end
+    end
+  end
+
+  def cluster_max_cores
+    Rails.cache.fetch('script_cluster_max_values', exipres_in: 4.hours) do
+      {}.tap do |hash|
+        cluster_nodes.each do |cluster_id, nodes|
+          max_node = nodes.max { |a, b| a.procs <=> b.procs }
+          hash[cluster_id] = max_node.procs if max_node
+        end
+      end
+    end
+  end
+
+  def batch_clusters
+    Rails.cache.fetch('script_batch_clusters', expires_in: 4.hours) do
+      Configuration.job_clusters.reject do |c|
+        reject_cluster?(c)
+      end
+    end
+  end
+
+  def reject_cluster?(cluster)
+    cluster.kubernetes? || cluster.linux_host? || cluster.systemd?
+  end
+end
diff --git a/apps/dashboard/app/lib/smart_attributes/attributes/auto_batch_clusters.rb b/apps/dashboard/app/lib/smart_attributes/attributes/auto_batch_clusters.rb
index 4c9775919c..35c192fc5f 100644
--- a/apps/dashboard/app/lib/smart_attributes/attributes/auto_batch_clusters.rb
+++ b/apps/dashboard/app/lib/smart_attributes/attributes/auto_batch_clusters.rb
@@ -2,13 +2,13 @@
 
 module SmartAttributes
   class AttributeFactory
-
+    extend ClusterCache
     # Build this attribute object. Must specify a valid directory in opts
     #
     # @param opts [Hash] attribute's options
     # @return [Attributes::AutoBatchClusters] the attribute object
     def self.build_auto_batch_clusters(opts = {})
-      options = batch_clusters
+      options = cluster_options
 
       static_opts = {
         options: options
@@ -16,18 +16,6 @@ def self.build_auto_batch_clusters(opts = {})
 
       Attributes::AutoBatchClusters.new('auto_batch_clusters', static_opts)
     end
-
-    def self.batch_clusters
-      Rails.cache.fetch('script_batch_clusters', expires_in: 4.hours) do
-        Configuration.job_clusters.reject do |c|
-          reject_cluster?(c)
-        end.map(&:id).map(&:to_s).sort
-      end
-    end
-
-    def self.reject_cluster?(cluster)
-      cluster.kubernetes? || cluster.linux_host? || cluster.systemd?
-    end
   end
 
   module Attributes
@@ -37,7 +25,7 @@ class AutoBatchClusters < Attribute
       # Defaults to first cluster in the options
       # @return [String] attribute value
       def value
-        (opts[:value] || opts[:options].first).to_s
+        (opts[:value] || opts[:options].first.first).to_s
       end
 
       def widget
diff --git a/apps/dashboard/test/fixtures/cmd_output/sinfo_nodes_oakley.txt b/apps/dashboard/test/fixtures/cmd_output/sinfo_nodes_oakley.txt
new file mode 100644
index 0000000000..dd7b5f3862
--- /dev/null
+++ b/apps/dashboard/test/fixtures/cmd_output/sinfo_nodes_oakley.txt
@@ -0,0 +1,644 @@
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diff --git a/apps/dashboard/test/fixtures/cmd_output/sinfo_nodes_owens.txt b/apps/dashboard/test/fixtures/cmd_output/sinfo_nodes_owens.txt
new file mode 100644
index 0000000000..ff46958397
--- /dev/null
+++ b/apps/dashboard/test/fixtures/cmd_output/sinfo_nodes_owens.txt
@@ -0,0 +1,816 @@
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+28o0684r730,gpu,eth-owens-rack11h1,ib-i2l1s01,ib-i2,11,p100
+28o0685r730,gpu,eth-owens-rack11h1,ib-i2l1s01,ib-i2,11,p100
+28o0693r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0695r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0696r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0697r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0699r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0700r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0701r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0703r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0704r730,gpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12,p100
+28o0707r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0708r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0710r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0711r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0712r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0713r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0717r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0718r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0719r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0720r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0721r730,gpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13,p100
+28o0734r730,gpu,eth-owens-rack14h1,ib-i2l1s04,ib-i2,14,p100
+28o0735r730,gpu,eth-owens-rack14h1,ib-i2l1s04,ib-i2,14,p100
+28o0736r730,gpu,eth-owens-rack14h1,ib-i2l1s04,ib-i2,14,p100
+28o0747r730,gpu,eth-owens-rack15h1,ib-i2l1s06,ib-i2,15,p100
+28o0752r730,gpu,eth-owens-rack15h1,ib-i2l1s05,ib-i2,15,p100
+28o0758r730,gpu,eth-owens-rack15h1,ib-i2l1s04,ib-i2,15,p100
+28o0759r730,gpu,eth-owens-rack15h1,ib-i2l1s04,ib-i2,15,p100
+28o0763r730,gpu,eth-owens-rack16h1,ib-i2l1s05,ib-i2,16,p100
+28o0764r730,gpu,eth-owens-rack16h1,ib-i2l1s05,ib-i2,16,p100
+28o0766r730,gpu,eth-owens-rack16h1,ib-i2l1s05,ib-i2,16,p100
+48o0810r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,18
+48o0812r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,18
+48o0813r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,18
+48o0814r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,18
+48o0815r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,18
+48o0816r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,18
+48o0817r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,19
+48o0818r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,19
+48o0819r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,19
+48o0820r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,19
+48o0821r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,19
+48o0823r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,19
+48o0824r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,19
+48o0809r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,eth-owens-rack17h1,18
+48o0811r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,18
+48o0822r930,hugemem,eth-owens-rack19h1,ib-i2l1s07,ib-i2,19
+28o0723r730,cpu,eth-owens-rack13h1,ib-i2l1s03,ib-i2,13
+28o0702r730,cpu,eth-owens-rack12h1,ib-i2l1s02,ib-i2,12
+28o0807r730,gpu,eth-owens-rack19h1,ib-i2l1s06,ib-i2,19,p100,quick
+28o0808r730,gpu,eth-owens-rack19h1,ib-i2l1s06,ib-i2,19,p100,quick
\ No newline at end of file
diff --git a/apps/dashboard/test/lib/smart_attributes/auto_batch_clusters_test.rb b/apps/dashboard/test/lib/smart_attributes/auto_batch_clusters_test.rb
index 77b9b79030..63050c4e59 100644
--- a/apps/dashboard/test/lib/smart_attributes/auto_batch_clusters_test.rb
+++ b/apps/dashboard/test/lib/smart_attributes/auto_batch_clusters_test.rb
@@ -3,6 +3,9 @@
 require 'test_helper'
 
 class SmartAttributes::AutoBatchClustersTest < ActiveSupport::TestCase
+  def setup
+    stub_sinfo
+  end
 
   def fixture_dir
     'test/fixtures/config/clusters.d'
@@ -45,10 +48,10 @@ def fixture_dir
 
     assert_instance_of SmartAttributes::Attributes::AutoBatchClusters, attribute
     assert_equal(4, attribute.select_choices.length)
-    assert_equal('oakley', attribute.select_choices[0])
-    assert_equal('owens', attribute.select_choices[1])
-    assert_equal('quick', attribute.select_choices[2])
-    assert_equal('ruby', attribute.select_choices[3])
+    assert_equal('oakley', attribute.select_choices[0].first)
+    assert_equal('owens', attribute.select_choices[1].first)
+    assert_equal('quick', attribute.select_choices[2].first)
+    assert_equal('ruby', attribute.select_choices[3].first)
   end
 
   test 'widget is select' do
diff --git a/apps/dashboard/test/models/launcher_test.rb b/apps/dashboard/test/models/launcher_test.rb
index f16d5bf3b8..afeeacaa9b 100644
--- a/apps/dashboard/test/models/launcher_test.rb
+++ b/apps/dashboard/test/models/launcher_test.rb
@@ -3,6 +3,10 @@
 require 'test_helper'
 
 class LauncherTest < ActiveSupport::TestCase
+  def setup
+    stub_sinfo
+  end
+
   test 'supported field postfix' do
     target = Launcher.new({ project_dir: '/path/project', id: 1234, title: 'Test Script' })
     refute target.send('attribute_parameter?', nil)
diff --git a/apps/dashboard/test/system/project_manager_test.rb b/apps/dashboard/test/system/project_manager_test.rb
index a858e6e2a6..dd59520e7a 100644
--- a/apps/dashboard/test/system/project_manager_test.rb
+++ b/apps/dashboard/test/system/project_manager_test.rb
@@ -10,6 +10,7 @@ def setup
     stub_sacctmgr
     stub_scontrol
     stub_du
+    stub_sinfo
 
     # Stub Time.now for created_at field
     @expected_now = 1_679_943_564
@@ -235,8 +236,12 @@ def add_auto_environment_variable(project_id, script_id, save: true)
         attributes:
           auto_batch_clusters:
             options:
-            - oakley
-            - owens
+            - - oakley
+              - oakley
+              - data-max-auto-cores: 80
+            - - owens
+              - owens
+              - data-max-auto-cores: 48
             label: Cluster
             help: ''
             required: false
@@ -280,8 +285,12 @@ def add_auto_environment_variable(project_id, script_id, save: true)
         attributes:
           auto_batch_clusters:
             options:
-            - oakley
-            - owens
+            - - oakley
+              - oakley
+              - data-max-auto-cores: 80
+            - - owens
+              - owens
+              - data-max-auto-cores: 48
             label: Cluster
             help: ''
             required: false
@@ -580,8 +589,12 @@ def add_auto_environment_variable(project_id, script_id, save: true)
             required: false
           auto_batch_clusters:
             options:
-            - oakley
-            - owens
+            - - oakley
+              - oakley
+              - data-max-auto-cores: 80
+            - - owens
+              - owens
+              - data-max-auto-cores: 48
             value: oakley
             label: Cluster
             help: ''
@@ -682,8 +695,12 @@ def add_auto_environment_variable(project_id, script_id, save: true)
             required: false
           auto_batch_clusters:
             options:
-            - oakley
-            - owens
+            - - oakley
+              - oakley
+              - data-max-auto-cores: 80
+            - - owens
+              - owens
+              - data-max-auto-cores: 48
             value: oakley
             label: Cluster
             help: ''
diff --git a/apps/dashboard/test/test_helper.rb b/apps/dashboard/test/test_helper.rb
index b44a3b3a07..8ba3ac5175 100644
--- a/apps/dashboard/test/test_helper.rb
+++ b/apps/dashboard/test/test_helper.rb
@@ -109,6 +109,15 @@ def stub_du(directory = nil)
         .returns(['2097152 /directory/path', '', exit_success])
     end
 
+    def stub_sinfo
+      ['oakley', 'owens'].each do |cluster|
+        Open3
+          .stubs(:capture3)
+          .with({}, 'sinfo', '-ho', "\u001E%c\u001F%n\u001F%f", '-M', cluster, stdin_data: '')
+          .returns([File.read("test/fixtures/cmd_output/sinfo_nodes_#{cluster}.txt"), '', exit_success])
+      end
+    end
+
     def output_fixture(file)
       File.read("#{Rails.root}/test/fixtures/file_output/#{file}")
     end