diff --git a/script/get-ml-model-rgat/_cm.yaml b/script/get-ml-model-rgat/_cm.yaml
new file mode 100644
index 0000000000..1aa9f3c1f8
--- /dev/null
+++ b/script/get-ml-model-rgat/_cm.yaml
@@ -0,0 +1,63 @@
+alias: get-ml-model-rgat
+automation_alias: script
+automation_uid: 5b4e0237da074764
+cache: true
+category: AI/ML models
+env:
+  CM_ML_MODEL: RGAT
+  CM_ML_MODEL_DATASET: ICBH
+input_mapping:
+  checkpoint: RGAT_CHECKPOINT_PATH
+  download_path: CM_DOWNLOAD_PATH
+  to: CM_DOWNLOAD_PATH
+new_env_keys:
+- CM_ML_MODEL_*
+- RGAT_CHECKPOINT_PATH
+prehook_deps:
+- enable_if_env:
+    CM_DOWNLOAD_TOOL:
+    - rclone
+    CM_TMP_REQUIRE_DOWNLOAD:
+    - 'yes'
+  env:
+    CM_DOWNLOAD_FINAL_ENV_NAME: CM_ML_MODEL_PATH
+  extra_cache_tags: rgat,gnn,model
+  force_cache: true
+  names:
+  - dae
+  tags: download-and-extract
+  update_tags_from_env_with_prefix:
+    _url.:
+    - CM_DOWNLOAD_URL
+print_env_at_the_end:
+  RGAT_CHECKPOINT_PATH: R-GAT checkpoint path
+tags:
+- get
+- raw
+- ml-model
+- rgat
+uid: b409fd66c5ad4ed5
+variations:
+  fp32:
+    default: true
+    env:
+      CM_ML_MODEL_INPUT_DATA_TYPES: fp32
+      CM_ML_MODEL_PRECISION: fp32
+      CM_ML_MODEL_WEIGHT_DATA_TYPES: fp32
+    group: precision
+  mlcommons:
+    default: true
+    default_variations:
+      download-tool: rclone
+    group: download-source
+  rclone:
+    adr:
+      dae:
+        tags: _rclone
+    env:
+      CM_DOWNLOAD_TOOL: rclone
+      CM_RCLONE_CONFIG_NAME: mlc-inference
+    group: download-tool
+  rclone,fp32:
+    env:
+      CM_DOWNLOAD_URL: mlc-inference:mlcommons-inference-wg-public/R-GAT/RGAT.pt
diff --git a/script/get-ml-model-rgat/customize.py b/script/get-ml-model-rgat/customize.py
new file mode 100644
index 0000000000..3f2c6c0af6
--- /dev/null
+++ b/script/get-ml-model-rgat/customize.py
@@ -0,0 +1,29 @@
+from cmind import utils
+import os
+
+
+def preprocess(i):
+
+    os_info = i['os_info']
+    env = i['env']
+
+    path = env.get('RGAT_CHECKPOINT_PATH', '').strip()
+
+    if path == '' or not os.path.exists(path):
+        env['CM_TMP_REQUIRE_DOWNLOAD'] = 'yes'
+
+    return {'return': 0}
+
+
+def postprocess(i):
+
+    env = i['env']
+
+    if env.get('RGAT_CHECKPOINT_PATH', '') == '':
+        env['RGAT_CHECKPOINT_PATH'] = env['CM_ML_MODEL_PATH']
+    elif env.get('CM_ML_MODEL_PATH', '') == '':
+        env['CM_ML_MODEL_PATH'] = env['RGAT_CHECKPOINT_PATH']
+
+    env['CM_GET_DEPENDENT_CACHED_PATH'] = env['RGAT_CHECKPOINT_PATH']
+
+    return {'return': 0}