Refactor sigma pipelines

Unified Automations

salt/elasticfleet/integration-defaults.map.jinja

@@ -30,17 +30,14 @@
     'azure_metrics.monitor': 'azure.monitor',
     'azure_metrics.storage_account': 'azure.storage_account',
     'azure_openai.metrics': 'azure.open_ai',
-    'beat.state': 'beats.stack_monitoring.state',
-    'beat.stats': 'beats.stack_monitoring.stats',
-    'enterprisesearch.health': 'enterprisesearch.stack_monitoring.health',
-    'enterprisesearch.stats': 'enterprisesearch.stack_monitoring.stats',
     'kibana.cluster_actions': 'kibana.stack_monitoring.cluster_actions',
     'kibana.cluster_rules': 'kibana.stack_monitoring.cluster_rules',
     'kibana.node_actions': 'kibana.stack_monitoring.node_actions',
     'kibana.node_rules': 'kibana.stack_monitoring.node_rules',
     'kibana.stats': 'kibana.stack_monitoring.stats',
     'kibana.status': 'kibana.stack_monitoring.status',
-    'logstash.node_cel': 'logstash.stack_monitoring.node',
+    'logstash.node': 'logstash.stack_monitoring.node',
+    'logstash.node_cel': 'logstash.node',
     'logstash.node_stats': 'logstash.stack_monitoring.node_stats',
     'synthetics.browser': 'synthetics-browser',
     'synthetics.browser_network': 'synthetics-browser.network',

salt/manager/tools/sbin/so-yaml.py

@@ -42,7 +42,8 @@ def loadYaml(filename):
     try:
         with open(filename, "r") as file:
             content = file.read()
-            return yaml.safe_load(content)
+            loaded = yaml.safe_load(content)
+            return loaded if loaded is not None else {}
     except FileNotFoundError:
         print(f"File not found: {filename}", file=sys.stderr)
         sys.exit(1)

salt/manager/tools/sbin/so-yaml_test.py

@@ -95,6 +95,20 @@ class TestRemove(unittest.TestCase):
         expected = "key1:\n  child1: 123\n  child2:\n    deep2: ab\nkey2: false\n"
         self.assertEqual(actual, expected)
 
+    def test_remove_empty_file(self):
+        filename = "/tmp/so-yaml_test-remove-empty.yaml"
+        file = open(filename, "w")
+        file.close()
+
+        code = soyaml.remove([filename, "key1"])
+        self.assertEqual(code, 0)
+
+        file = open(filename, "r")
+        actual = file.read()
+        file.close()
+
+        self.assertEqual(actual, "{}\n")
+
     def test_remove_missing_args(self):
         with patch('sys.exit', new=MagicMock()) as sysmock:
             with patch('sys.stderr', new=StringIO()) as mock_stderr:
@@ -294,6 +308,36 @@ class TestRemove(unittest.TestCase):
         expected = "key1:\n  child1: 123\n  child2:\n    deep1: 45\n    deep2: d\nkey2: false\nkey3:\n- e\n- f\n- g\n"
         self.assertEqual(actual, expected)
 
+    def test_add_empty_file(self):
+        filename = "/tmp/so-yaml_test-add-empty.yaml"
+        file = open(filename, "w")
+        file.close()
+
+        code = soyaml.add([filename, "telegraf.output", "BOTH"])
+        self.assertEqual(code, 0)
+
+        file = open(filename, "r")
+        actual = file.read()
+        file.close()
+
+        expected = "telegraf:\n  output: BOTH\n"
+        self.assertEqual(actual, expected)
+
+    def test_add_empty_file_simple(self):
+        filename = "/tmp/so-yaml_test-add-empty-simple.yaml"
+        file = open(filename, "w")
+        file.close()
+
+        code = soyaml.add([filename, "telegraf", "BOTH"])
+        self.assertEqual(code, 0)
+
+        file = open(filename, "r")
+        actual = file.read()
+        file.close()
+
+        expected = "telegraf: BOTH\n"
+        self.assertEqual(actual, expected)
+
     def test_replace_missing_arg(self):
         with patch('sys.exit', new=MagicMock()) as sysmock:
             with patch('sys.stderr', new=StringIO()) as mock_stderr:
@@ -346,6 +390,21 @@ class TestRemove(unittest.TestCase):
         expected = "key1:\n  child1: 123\n  child2:\n    deep1: 46\nkey2: false\nkey3:\n- e\n- f\n- g\n"
         self.assertEqual(actual, expected)
 
+    def test_replace_empty_file(self):
+        filename = "/tmp/so-yaml_test-replace-empty.yaml"
+        file = open(filename, "w")
+        file.close()
+
+        code = soyaml.replace([filename, "telegraf.output", "BOTH"])
+        self.assertEqual(code, 0)
+
+        file = open(filename, "r")
+        actual = file.read()
+        file.close()
+
+        expected = "telegraf:\n  output: BOTH\n"
+        self.assertEqual(actual, expected)
+
     def test_convert(self):
         self.assertEqual(soyaml.convertType("foo"), "foo")
         self.assertEqual(soyaml.convertType("foo.bar"), "foo.bar")
@@ -506,6 +565,18 @@ class TestRemove(unittest.TestCase):
             self.assertEqual(result, 2)
             self.assertEqual("", mock_stdout.getvalue())
 
+    def test_get_empty_file(self):
+        with patch('sys.stdout', new=StringIO()) as mock_stdout:
+            with patch('sys.stderr', new=StringIO()) as mock_stderr:
+                filename = "/tmp/so-yaml_test-get-empty.yaml"
+                file = open(filename, "w")
+                file.close()
+
+                result = soyaml.get([filename, "telegraf.output"])
+                self.assertEqual(result, 2)
+                self.assertEqual("", mock_stdout.getvalue())
+                self.assertIn("Key 'telegraf.output' not found by so-yaml.py", mock_stderr.getvalue())
+
     def test_get_usage(self):
         with patch('sys.exit', new=MagicMock()) as sysmock:
             with patch('sys.stderr', new=StringIO()) as mock_stderr:
@@ -991,3 +1062,29 @@ class TestLoadYaml(unittest.TestCase):
                     soyaml.loadYaml("/tmp/so-yaml_test-unreadable.yaml")
                     sysmock.assert_called_with(1)
                     self.assertIn("Error reading file", mock_stderr.getvalue())
+
+    def test_load_yaml_empty_file(self):
+        filename = "/tmp/so-yaml_test-load-empty.yaml"
+        file = open(filename, "w")
+        file.close()
+
+        result = soyaml.loadYaml(filename)
+        self.assertEqual(result, {})
+
+    def test_load_yaml_whitespace_only(self):
+        filename = "/tmp/so-yaml_test-load-whitespace.yaml"
+        file = open(filename, "w")
+        file.write("   \n\n  \n")
+        file.close()
+
+        result = soyaml.loadYaml(filename)
+        self.assertEqual(result, {})
+
+    def test_load_yaml_comments_only(self):
+        filename = "/tmp/so-yaml_test-load-comments.yaml"
+        file = open(filename, "w")
+        file.write("# Just a comment\n# Another comment\n")
+        file.close()
+
+        result = soyaml.loadYaml(filename)
+        self.assertEqual(result, {})

salt/manager/tools/sbin/soup

@@ -1183,6 +1183,13 @@ up_to_3.4.0() {
   echo "Removing so-kratos, so-hydra and so-soc so they are recreated on the soauth network."
   docker rm -f so-kratos so-hydra so-soc >> $SOUP_LOG 2>&1
 
+  for template in so-metrics-logstash.node so-metrics-logstash.stack_monitoring.node; do
+    if ! remove_elasticsearch_index_template "$template" "logstash node and node_cel index patterns reversed"; then
+      FINAL_MESSAGE_QUEUE+=("WARNING: Unable to automatically remove the $template index template. Addon integration templates may fail to load until it is removed:")
+      FINAL_MESSAGE_QUEUE+=("    - sudo so-elasticsearch-query _index_template/$template -XDELETE && so-checkin")
+    fi
+  done
+
   INSTALLEDVERSION=3.4.0
 }
 
@@ -1248,6 +1255,10 @@ valid_soauth_range() {
 }
 
 post_to_3.4.0() {
+  for idx in "metrics-logstash.node-default" "metrics-logstash.stack_monitoring.node-default"; do
+    rollover_index "$idx"
+  done
+
   set_postversion 3.4.0
 }
 ### 3.4.0 End ###

salt/soc/config.sls

@@ -120,19 +120,30 @@ crondetectionsbackup:
 
 socsigmafinalpipeline:
   file.managed:
-    - name: /opt/so/conf/soc/sigma_final_pipeline.yaml
+    - name: /opt/so/conf/soc/sigma_pipelines/sigma_final_pipeline.yml
     - source: salt://soc/files/soc/sigma_final_pipeline.yaml
     - user: 939
     - group: 939
     - mode: 600
+    - makedirs: True
 
-socsigmasopipeline:
-  file.managed:
-    - name: /opt/so/conf/soc/sigma_so_pipeline.yaml
-    - source: salt://soc/files/soc/sigma_so_pipeline.yaml
+# sigma-cli loads every *.yml here; clean removes anything else
+socsigmapipelines:
+  file.recurse:
+    - name: /opt/so/conf/soc/sigma_pipelines
+    - source: salt://soc/files/soc/sigma_pipelines
     - user: 939
     - group: 939
-    - mode: 600
+    - file_mode: 600
+    - clean: True
+    - require:
+      - file: socsigmafinalpipeline
+
+socsigmapipelinesold:
+  file.absent:
+    - names:
+      - /opt/so/conf/soc/sigma_final_pipeline.yaml
+      - /opt/so/conf/soc/sigma_so_pipeline.yaml
 
 socsigmaplaybookpipeline:
   file.managed:

salt/soc/enabled.sls

@@ -47,9 +47,8 @@ so-soc:
 {% endif %}
       - /opt/so/conf/soc/motd.md:/opt/sensoroni/html/motd.md:ro
       - /opt/so/conf/soc/banner.md:/opt/sensoroni/html/login/banner.md:ro
-      - /opt/so/conf/soc/sigma_so_pipeline.yaml:/opt/sensoroni/sigma_so_pipeline.yaml:ro
+      - /opt/so/conf/soc/sigma_pipelines:/opt/sensoroni/sigma_pipelines:ro
       - /opt/so/conf/soc/sigma_playbook_pipeline.yaml:/opt/sensoroni/sigma_playbook_pipeline.yaml:ro
-      - /opt/so/conf/soc/sigma_final_pipeline.yaml:/opt/sensoroni/sigma_final_pipeline.yaml:ro
       - /opt/so/conf/soc/playbook_placeholder_map.yaml:/opt/sensoroni/playbook_placeholder_map.yaml:ro
       - /opt/so/conf/soc/playbook_placeholder_map_custom.yaml:/opt/sensoroni/playbook_placeholder_map_custom.yaml:ro
       - /opt/so/conf/soc/custom.js:/opt/sensoroni/html/js/custom.js:ro
@@ -107,6 +106,7 @@ so-soc:
       - file: socclientsroles
       - file: socplaybookplaceholdermap
       - file: socplaybookplaceholdermapcustom
+      - file: socsigmapipelines
 
 delete_so-soc_so-status.disabled:
   file.uncomment:

salt/soc/files/soc/sigma_pipelines/sigma_esql_pipeline.yml

@@ -0,0 +1,477 @@
+name: Security Onion ES|QL Pipeline
+# ES|QL query settings
+priority: 92
+transformations:
+    - id: esql_default_index
+      type: set_state
+      key: index
+      val: .ds-logs-*
+    - id: esql_source_metadata
+      type: set_state
+      key: metadata
+      val: "_id, _index, _source"
+    - id: esql_source_keep
+      type: set_state
+      key: keep
+      val: "_id, _index, _source"
+    # unmapped fields read as null instead of failing the query
+    - id: esql_unmapped_fields
+      type: set_state
+      key: unmapped_fields
+      val: nullify
+    # FROM targets per logsource, any namespace; later entries win, correlations get the union
+    - id: esql_index_process_creation
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.process-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-system.security-*
+        - .ds-logs-windows.powershell-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-sysmon_linux.log-*
+        - .ds-logs-auditd_manager.auditd-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        category: process_creation
+    - id: esql_index_process_creation_windows
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.process-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-system.security-*
+        - .ds-logs-windows.powershell-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: windows
+        category: process_creation
+    - id: esql_index_process_creation_linux
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.process-*
+        - .ds-logs-sysmon_linux.log-*
+        - .ds-logs-auditd_manager.auditd-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: linux
+        category: process_creation
+    - id: esql_index_process_creation_macos
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.process-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: macos
+        category: process_creation
+    - id: esql_index_file
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.file-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-sysmon_linux.log-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        category: file_event
+      - type: logsource
+        category: file_delete
+      - type: logsource
+        category: file_rename
+      - type: logsource
+        category: file_change
+      - type: logsource
+        category: file_access
+    - id: esql_index_file_windows
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.file-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        product: windows
+        category: file_event
+      - type: logsource
+        product: windows
+        category: file_delete
+      - type: logsource
+        product: windows
+        category: file_rename
+      - type: logsource
+        product: windows
+        category: file_change
+      - type: logsource
+        product: windows
+        category: file_access
+    - id: esql_index_file_linux
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.file-*
+        - .ds-logs-sysmon_linux.log-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        product: linux
+        category: file_event
+      - type: logsource
+        product: linux
+        category: file_delete
+      - type: logsource
+        product: linux
+        category: file_rename
+      - type: logsource
+        product: linux
+        category: file_change
+      - type: logsource
+        product: linux
+        category: file_access
+    - id: esql_index_file_macos
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.file-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        product: macos
+        category: file_event
+      - type: logsource
+        product: macos
+        category: file_delete
+      - type: logsource
+        product: macos
+        category: file_rename
+      - type: logsource
+        product: macos
+        category: file_change
+      - type: logsource
+        product: macos
+        category: file_access
+    - id: esql_index_registry
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.registry-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        category: registry_set
+      - type: logsource
+        category: registry_add
+      - type: logsource
+        category: registry_delete
+      - type: logsource
+        category: registry_event
+    - id: esql_index_library
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.library-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        category: image_load
+      - type: logsource
+        category: driver_load
+    - id: esql_index_endpoint_network
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.network-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-sysmon_linux.log-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        category: network_connection
+      - type: logsource
+        category: dns_query
+    - id: esql_index_endpoint_network_windows
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.network-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        product: windows
+        category: network_connection
+      - type: logsource
+        product: windows
+        category: dns_query
+    - id: esql_index_endpoint_network_linux
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.network-*
+        - .ds-logs-sysmon_linux.log-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        product: linux
+        category: network_connection
+      - type: logsource
+        product: linux
+        category: dns_query
+    - id: esql_index_endpoint_network_macos
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-endpoint.events.network-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        product: macos
+        category: network_connection
+      - type: logsource
+        product: macos
+        category: dns_query
+    - id: esql_index_sysmon_only
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        category: process_access
+      - type: logsource
+        category: create_remote_thread
+      - type: logsource
+        category: pipe_created
+      - type: logsource
+        category: create_stream_hash
+      - type: logsource
+        category: wmi_event
+      - type: logsource
+        category: raw_access_thread
+      - type: logsource
+        category: process_tampering
+      - type: logsource
+        category: sysmon_status
+      - type: logsource
+        category: sysmon_error
+      - type: logsource
+        category: file_executable_detected
+      - type: logsource
+        category: file_block_executable
+      - type: logsource
+        category: file_block_shredding
+      - type: logsource
+        category: clipboard_capture
+      - type: logsource
+        product: windows
+        service: sysmon
+    - id: esql_index_ps_operational
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-windows.powershell_operational-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        category: ps_script
+      - type: logsource
+        category: ps_module
+      - type: logsource
+        product: windows
+        service: powershell
+    - id: esql_index_ps_classic
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-windows.powershell-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        category: ps_classic_start
+      - type: logsource
+        category: ps_classic_provider_start
+      - type: logsource
+        category: ps_classic_script
+      - type: logsource
+        product: windows
+        service: powershell-classic
+    - id: esql_index_win_security
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-system.security-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: windows
+        service: security
+    - id: esql_index_win_system
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-system.system-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: windows
+        service: system
+    - id: esql_index_win_application
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-system.application-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: windows
+        service: application
+    - id: esql_index_linux_auth
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-system.auth-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        product: linux
+        service: auth
+      - type: logsource
+        product: linux
+        service: sshd
+      - type: logsource
+        product: linux
+        service: sudo
+    - id: esql_index_linux_syslog
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-system.syslog-*
+        - .ds-logs-syslog-so-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: linux
+        service: syslog
+    - id: esql_index_linux_auditd
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-auditd_manager.auditd-*
+        - .ds-logs-auditd.log-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: linux
+        service: auditd
+    - id: esql_index_network
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-zeek-so-*
+        - .ds-logs-suricata-so-*
+        - .ds-logs-suricata.alerts-so-*
+        - .ds-logs-endpoint.events.network-*
+        - .ds-logs-windows.sysmon_operational-*
+        - .ds-logs-sysmon_linux.log-*
+        - .ds-logs-windows.forwarded-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        category: network
+    - id: esql_index_so_network
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-zeek-so-*
+        - .ds-logs-suricata-so-*
+        - .ds-logs-import-so-*
+      rule_cond_op: or
+      rule_conditions:
+      - type: logsource
+        category: network
+        service: connection
+      - type: logsource
+        category: network
+        service: dns
+      - type: logsource
+        category: network
+        service: http
+      - type: logsource
+        category: network
+        service: file
+      - type: logsource
+        category: network
+        service: x509
+      - type: logsource
+        category: network
+        service: ssl
+      - type: logsource
+        category: network
+        service: ssh
+      - type: logsource
+        category: dns
+    - id: esql_index_zeek
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-zeek-so-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: zeek
+    - id: esql_index_opencanary
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-idh-so-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: opencanary
+    - id: esql_index_kratos
+      type: set_state
+      key: index
+      val:
+        - .ds-logs-kratos-so-*
+        - .ds-logs-import-so-*
+      rule_conditions:
+      - type: logsource
+        product: kratos
+

salt/soc/files/soc/sigma_pipelines/sigma_so_pipeline.yml

@@ -14,18 +14,6 @@ transformations:
         - process.args
         - related.ip
         - dns.resolved_ip
-    - id: esql_default_index
-      type: set_state
-      key: index
-      val: .ds-logs-*
-    - id: esql_source_metadata
-      type: set_state
-      key: metadata
-      val: "_id, _index, _source"
-    - id: esql_source_keep
-      type: set_state
-      key: keep
-      val: "_id, _index, _source"
     - id: baseline_field_name_mapping
       type: field_name_mapping
       mapping:

salt/soc/soc_soc.yaml

@@ -862,15 +862,14 @@ soc:
             global: True
             forcedType: bool
           automations:
-            template:
-              description: Scheduled automations for the Onion AI assistant, managed from the Agent Studio. Each automation is stored under its own generated ID so its history and rollback are independent of every other automation.
-              global: True
-              advanced: False
-              readonlyUi: True
-              duplicates: True
-              forcedType: string
-              syntax: json
-              helpLink: onion-ai
+            description: Scheduled automations for the Onion AI assistant, managed from the Agent Studio.
+            global: True
+            advanced: True
+            readonlyUi: True
+            storage: db
+            forcedType: string
+            syntax: json
+            helpLink: onion-ai
           agents:
             description: Agent definitions for the Onion AI assistant, managed from the Agent Studio. An entry naming a system agent overrides only the fields an admin may change; everything else comes from the built-in definition.
             global: True