diff --git a/paddle_hub/commands/__init__.py b/paddle_hub/commands/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..4778ecfb071d47fa18ada1b5f90e8f468a1acff1
--- /dev/null
+++ b/paddle_hub/commands/__init__.py
@@ -0,0 +1,15 @@
+# Copyright (c) 2019  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from . import *
diff --git a/paddle_hub/commands/base_command.py b/paddle_hub/commands/base_command.py
new file mode 100644
index 0000000000000000000000000000000000000000..149d3fe704cdd3102f06d0aee1749792c77df02d
--- /dev/null
+++ b/paddle_hub/commands/base_command.py
@@ -0,0 +1,49 @@
+# Copyright (c) 2019  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+from paddle_hub.tools.arg_helper import add_argument, print_arguments
+from paddle_hub.tools.logger import logger
+import argparse
+
+
+class BaseCommand:
+    @classmethod
+    def instance(cls):
+        if not hasattr(cls, '_instance'):
+            cls._instance = cls()
+        return cls._instance
+
+    def __init__(self):
+        assert not hasattr(
+            self.__class__,
+            '_instance'), 'Please use `instance()` to get Command object!'
+        self.parser = argparse.ArgumentParser(description=__doc__)
+        self.args = None
+
+    def add_arg(self, argument, type="str", default=None, help=None):
+        add_argument(
+            argument=argument,
+            type=type,
+            default=default,
+            help=help,
+            argparser=self.parser)
+
+    def print_args(self):
+        print_arguments(self.args)
+
+    def exec(self, argv):
+        raise NotImplementedError("Base Command should not be execute!")
diff --git a/paddle_hub/commands/download.py b/paddle_hub/commands/download.py
new file mode 100644
index 0000000000000000000000000000000000000000..b4e3c369c507742319b4bc931b3974f1eb274a63
--- /dev/null
+++ b/paddle_hub/commands/download.py
@@ -0,0 +1,33 @@
+# Copyright (c) 2019  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+from paddle_hub.tools.logger import logger
+from paddle_hub.commands.base_command import BaseCommand
+
+
+class DownloadCommand(BaseCommand):
+    def __init__(self):
+        super(DownloadCommand, self).__init__()
+
+    def help(self):
+        pass
+
+    def exec(self, argv):
+        pass
+
+
+command = DownloadCommand.instance()
diff --git a/paddle_hub/commands/help.py b/paddle_hub/commands/help.py
new file mode 100644
index 0000000000000000000000000000000000000000..53c592407f687a18652baca7dc5206d5aae2f3a5
--- /dev/null
+++ b/paddle_hub/commands/help.py
@@ -0,0 +1,33 @@
+# Copyright (c) 2019  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+from paddle_hub.tools.logger import logger
+from paddle_hub.commands.base_command import BaseCommand
+
+
+class HelpCommand(BaseCommand):
+    def __init__(self):
+        super(HelpCommand, self).__init__()
+
+    def help(self):
+        pass
+
+    def exec(self, argv):
+        pass
+
+
+command = HelpCommand.instance()
diff --git a/paddle_hub/commands/hub.py b/paddle_hub/commands/hub.py
new file mode 100644
index 0000000000000000000000000000000000000000..76a215813e98c2a51d5f6e28caa6eddc465e974e
--- /dev/null
+++ b/paddle_hub/commands/hub.py
@@ -0,0 +1,56 @@
+# Copyright (c) 2019  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+from paddle_hub.tools.logger import logger
+from paddle_hub.commands.base_command import BaseCommand
+from paddle_hub.commands import show
+from paddle_hub.commands import help
+from paddle_hub.commands import version
+from paddle_hub.commands import run
+from paddle_hub.commands import download
+import sys
+
+
+class HubCommand(BaseCommand):
+    def __init__(self):
+        super(HubCommand, self).__init__()
+        # yapf: disable
+        self.add_arg('command',  str, None,  "command to run" )
+        # yapf: enable
+
+    def exec(self, argv):
+        args = self.parser.parse_args(argv[1:2])
+
+        command_dict = {
+            'show': show.command.exec,
+            'run': run.command.exec,
+            'download': download.command.exec,
+            'help': help.command.exec,
+            'version': version.command.exec
+        }
+
+        if not args.command in command_dict:
+            logger.critical("command %s not supported!" % args.command)
+            exit(1)
+
+        command = command_dict[args.command]
+        command(argv[2:])
+
+
+if __name__ == "__main__":
+    hub_command = HubCommand.instance()
+    hub_command.exec(sys.argv)
diff --git a/paddle_hub/commands/run.py b/paddle_hub/commands/run.py
new file mode 100644
index 0000000000000000000000000000000000000000..ec4866b72769ceae7e4dccf0a98bd7a38ef52b5b
--- /dev/null
+++ b/paddle_hub/commands/run.py
@@ -0,0 +1,102 @@
+# Copyright (c) 2019  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+from paddle_hub.tools.logger import logger
+from paddle_hub.commands.base_command import BaseCommand
+import paddle_hub as hub
+from paddle_hub.data.reader import csv_reader, yaml_reader
+from paddle_hub.tools import utils
+from paddle_hub.tools.arg_helper import add_argument, print_arguments
+
+
+class RunCommand(BaseCommand):
+    def __init__(self):
+        super(RunCommand, self).__init__()
+        # yapf: disable
+        self.add_arg('--config',    str, None,  "config file in yaml format" )
+        self.add_arg('--dataset',   str, None,  "dataset be used" )
+        self.add_arg('--module',    str, None,  "module to run" )
+        self.add_arg('--signature', str, None,  "signature to run" )
+        # yapf: enable
+
+    def _check_module(self):
+        if not self.args.module:
+            logger.critical("lack of module")
+            self.help()
+            exit(1)
+
+    def _check_dataset(self):
+        if not self.args.dataset:
+            logger.critical("lack of dataset file")
+            self.help()
+            exit(1)
+        if not utils.is_csv_file(self.args.dataset):
+            logger.critical("dataset file should in csv format")
+            self.help()
+            exit(1)
+
+    def _check_config(self):
+        if not self.args.config:
+            logger.critical("lack of config file")
+            self.help()
+            exit(1)
+        if not utils.is_yaml_file(self.args.config):
+            logger.critical("config file should in yaml format")
+            self.help()
+            exit(1)
+
+    def help(self):
+        self.parser.print_help()
+
+    def exec(self, argv):
+        self.args = self.parser.parse_args(argv)
+        self.print_args()
+
+        self._check_module()
+        self._check_dataset()
+        self._check_config()
+
+        module = hub.Module(module_dir=self.args.module)
+        yaml_config = yaml_reader.read(self.args.config)
+
+        if not self.args.signature:
+            self.args.signature = module.default_signature().name
+
+        # data_format check
+        expect_data_format = module.processor.data_format(self.args.signature)
+        input_data_format = yaml_config['input_data']
+        assert len(input_data_format) == len(expect_data_format)
+        for key, value in expect_data_format.items():
+            assert key in input_data_format
+            assert value == hub.DataType.type(input_data_format[key]['type'])
+
+        # get data dict
+        origin_data = csv_reader.read(self.args.dataset)
+        input_data = {}
+        for key, value in yaml_config['input_data'].items():
+            type_reader = hub.DataType.type_reader(value['type'])
+            input_data[key] = list(
+                map(type_reader.read, origin_data[value['key']]))
+
+        # run module with data
+        module(
+            sign_name=self.args.signature,
+            data=input_data,
+            config=yaml_config['config'])
+
+
+command = RunCommand.instance()
diff --git a/paddle_hub/commands/show.py b/paddle_hub/commands/show.py
new file mode 100644
index 0000000000000000000000000000000000000000..1d3b823362ac9ed10bc4c37f3de44b178ce140e8
--- /dev/null
+++ b/paddle_hub/commands/show.py
@@ -0,0 +1,33 @@
+# Copyright (c) 2019  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+from paddle_hub.tools.logger import logger
+from paddle_hub.commands.base_command import BaseCommand
+
+
+class ShowCommand(BaseCommand):
+    def __init__(self):
+        super(ShowCommand, self).__init__()
+
+    def help(self):
+        pass
+
+    def exec(self, argv):
+        pass
+
+
+command = ShowCommand.instance()
diff --git a/paddle_hub/commands/version.py b/paddle_hub/commands/version.py
new file mode 100644
index 0000000000000000000000000000000000000000..6b670f9c27929040fe5e0f19d85e9b6e18874ece
--- /dev/null
+++ b/paddle_hub/commands/version.py
@@ -0,0 +1,33 @@
+# Copyright (c) 2019  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+from paddle_hub.tools.logger import logger
+from paddle_hub.commands.base_command import BaseCommand
+
+
+class VersionCommand(BaseCommand):
+    def __init__(self):
+        super(VersionCommand, self).__init__()
+
+    def help(self):
+        pass
+
+    def exec(self, argv):
+        pass
+
+
+command = VersionCommand.instance()