diff --git a/doc/source/cli/command-objects/project-cleanup.rst b/doc/source/cli/command-objects/project-cleanup.rst
new file mode 100644
index 0000000000..e76e538948
--- /dev/null
+++ b/doc/source/cli/command-objects/project-cleanup.rst
@@ -0,0 +1,12 @@
+===============
+project cleanup
+===============
+
+Clean resources associated with a specific project based on OpenStackSDK
+implementation
+
+Block Storage v2, v3; Compute v2; Network v2; DNS v2; Orchestrate v1
+
+
+.. autoprogram-cliff:: openstack.common
+   :command: project cleanup
diff --git a/doc/source/cli/commands.rst b/doc/source/cli/commands.rst
index 0dfac00bdc..94a0b5a638 100644
--- a/doc/source/cli/commands.rst
+++ b/doc/source/cli/commands.rst
@@ -270,6 +270,7 @@ Those actions with an opposite action are noted in parens if applicable.
 * ``pause`` (``unpause``) - stop one or more servers and leave them in memory
 * ``query`` - Query resources by Elasticsearch query string or json format DSL.
 * ``purge`` - clean resources associated with a specific project
+* ``cleanup`` - flexible clean resources associated with a specific project
 * ``reboot`` - forcibly reboot a server
 * ``rebuild`` - rebuild a server using (most of) the same arguments as in the original create
 * ``remove`` (``add``) - remove an object from a group of objects
diff --git a/openstackclient/common/project_cleanup.py b/openstackclient/common/project_cleanup.py
new file mode 100644
index 0000000000..f253635495
--- /dev/null
+++ b/openstackclient/common/project_cleanup.py
@@ -0,0 +1,140 @@
+#   Copyright 2020 OpenStack Foundation
+#
+#   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.
+#
+
+import getpass
+import logging
+import os
+import queue
+
+from cliff.formatters import table
+from osc_lib.command import command
+
+from openstackclient.i18n import _
+from openstackclient.identity import common as identity_common
+
+
+LOG = logging.getLogger(__name__)
+
+
+def ask_user_yesno(msg, default=True):
+    """Ask user Y/N question
+
+    :param str msg: question text
+    :param bool default: default value
+    :return bool: User choice
+    """
+    while True:
+        answer = getpass._raw_input(
+            '{} [{}]: '.format(msg, 'y/N' if not default else 'Y/n'))
+        if answer in ('y', 'Y', 'yes'):
+            return True
+        elif answer in ('n', 'N', 'no'):
+            return False
+
+
+class ProjectCleanup(command.Command):
+    _description = _("Clean resources associated with a project")
+
+    def get_parser(self, prog_name):
+        parser = super(ProjectCleanup, self).get_parser(prog_name)
+        parser.add_argument(
+            '--dry-run',
+            action='store_true',
+            help=_("List a project's resources")
+        )
+        project_group = parser.add_mutually_exclusive_group(required=True)
+        project_group.add_argument(
+            '--auth-project',
+            action='store_true',
+            help=_('Delete resources of the project used to authenticate')
+        )
+        project_group.add_argument(
+            '--project',
+            metavar='<project>',
+            help=_('Project to clean (name or ID)')
+        )
+        parser.add_argument(
+            '--created-before',
+            metavar='<YYYY-MM-DDTHH24:MI:SS>',
+            help=_('Drop resources created before the given time')
+        )
+        parser.add_argument(
+            '--updated-before',
+            metavar='<YYYY-MM-DDTHH24:MI:SS>',
+            help=_('Drop resources updated before the given time')
+        )
+        identity_common.add_project_domain_option_to_parser(parser)
+        return parser
+
+    def take_action(self, parsed_args):
+        sdk = self.app.client_manager.sdk_connection
+
+        if parsed_args.auth_project:
+            project_connect = sdk
+        elif parsed_args.project:
+            project = sdk.identity.find_project(
+                name_or_id=parsed_args.project,
+                ignore_missing=False)
+            project_connect = sdk.connect_as_project(project)
+
+        if project_connect:
+            status_queue = queue.Queue()
+            parsed_args.max_width = int(os.environ.get('CLIFF_MAX_TERM_WIDTH',
+                                                       0))
+            parsed_args.fit_width = bool(int(os.environ.get('CLIFF_FIT_WIDTH',
+                                                            0)))
+            parsed_args.print_empty = False
+            table_fmt = table.TableFormatter()
+
+            self.log.info('Searching resources...')
+
+            filters = {}
+            if parsed_args.created_before:
+                filters['created_at'] = parsed_args.created_before
+
+            if parsed_args.updated_before:
+                filters['updated_at'] = parsed_args.updated_before
+
+            project_connect.project_cleanup(dry_run=True,
+                                            status_queue=status_queue,
+                                            filters=filters)
+
+            data = []
+            while not status_queue.empty():
+                resource = status_queue.get_nowait()
+                data.append(
+                    (type(resource).__name__, resource.id, resource.name))
+                status_queue.task_done()
+            status_queue.join()
+            table_fmt.emit_list(
+                ('Type', 'ID', 'Name'),
+                data,
+                self.app.stdout,
+                parsed_args
+            )
+
+            if parsed_args.dry_run:
+                return
+
+            confirm = ask_user_yesno(
+                _("These resources will be deleted. Are you sure"),
+                default=False)
+
+            if confirm:
+                self.log.warning(_('Deleting resources'))
+
+                project_connect.project_cleanup(dry_run=False,
+                                                status_queue=status_queue,
+                                                filters=filters)
diff --git a/openstackclient/tests/unit/common/test_project_cleanup.py b/openstackclient/tests/unit/common/test_project_cleanup.py
new file mode 100644
index 0000000000..d235aeb063
--- /dev/null
+++ b/openstackclient/tests/unit/common/test_project_cleanup.py
@@ -0,0 +1,183 @@
+#   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 io import StringIO
+from unittest import mock
+
+from openstackclient.common import project_cleanup
+from openstackclient.tests.unit.identity.v3 import fakes as identity_fakes
+from openstackclient.tests.unit import utils as tests_utils
+
+
+class TestProjectCleanupBase(tests_utils.TestCommand):
+
+    def setUp(self):
+        super(TestProjectCleanupBase, self).setUp()
+
+        self.app.client_manager.sdk_connection = mock.Mock()
+
+
+class TestProjectCleanup(TestProjectCleanupBase):
+
+    project = identity_fakes.FakeProject.create_one_project()
+
+    def setUp(self):
+        super(TestProjectCleanup, self).setUp()
+        self.cmd = project_cleanup.ProjectCleanup(self.app, None)
+
+        self.project_cleanup_mock = mock.Mock()
+        self.sdk_connect_as_project_mock = \
+            mock.Mock(return_value=self.app.client_manager.sdk_connection)
+        self.app.client_manager.sdk_connection.project_cleanup = \
+            self.project_cleanup_mock
+        self.app.client_manager.sdk_connection.identity.find_project = \
+            mock.Mock(return_value=self.project)
+        self.app.client_manager.sdk_connection.connect_as_project = \
+            self.sdk_connect_as_project_mock
+
+    def test_project_no_options(self):
+        arglist = []
+        verifylist = []
+
+        self.assertRaises(tests_utils.ParserException, self.check_parser,
+                          self.cmd, arglist, verifylist)
+
+    def test_project_cleanup_with_filters(self):
+        arglist = [
+            '--project', self.project.id,
+            '--created-before', '2200-01-01',
+            '--updated-before', '2200-01-02'
+        ]
+        verifylist = [
+            ('dry_run', False),
+            ('auth_project', False),
+            ('project', self.project.id),
+            ('created_before', '2200-01-01'),
+            ('updated_before', '2200-01-02')
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+        result = None
+
+        with mock.patch('sys.stdin', StringIO('y')):
+            result = self.cmd.take_action(parsed_args)
+
+        self.sdk_connect_as_project_mock.assert_called_with(
+            self.project)
+        filters = {
+            'created_at': '2200-01-01',
+            'updated_at': '2200-01-02'
+        }
+
+        calls = [
+            mock.call(dry_run=True, status_queue=mock.ANY, filters=filters),
+            mock.call(dry_run=False, status_queue=mock.ANY, filters=filters)
+        ]
+        self.project_cleanup_mock.assert_has_calls(calls)
+
+        self.assertIsNone(result)
+
+    def test_project_cleanup_with_project(self):
+        arglist = [
+            '--project', self.project.id,
+        ]
+        verifylist = [
+            ('dry_run', False),
+            ('auth_project', False),
+            ('project', self.project.id),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+        result = None
+
+        with mock.patch('sys.stdin', StringIO('y')):
+            result = self.cmd.take_action(parsed_args)
+
+        self.sdk_connect_as_project_mock.assert_called_with(
+            self.project)
+        calls = [
+            mock.call(dry_run=True, status_queue=mock.ANY, filters={}),
+            mock.call(dry_run=False, status_queue=mock.ANY, filters={})
+        ]
+        self.project_cleanup_mock.assert_has_calls(calls)
+
+        self.assertIsNone(result)
+
+    def test_project_cleanup_with_project_abort(self):
+        arglist = [
+            '--project', self.project.id,
+        ]
+        verifylist = [
+            ('dry_run', False),
+            ('auth_project', False),
+            ('project', self.project.id),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+        result = None
+
+        with mock.patch('sys.stdin', StringIO('n')):
+            result = self.cmd.take_action(parsed_args)
+
+        self.sdk_connect_as_project_mock.assert_called_with(
+            self.project)
+        calls = [
+            mock.call(dry_run=True, status_queue=mock.ANY, filters={}),
+        ]
+        self.project_cleanup_mock.assert_has_calls(calls)
+
+        self.assertIsNone(result)
+
+    def test_project_cleanup_with_dry_run(self):
+        arglist = [
+            '--dry-run',
+            '--project', self.project.id,
+        ]
+        verifylist = [
+            ('dry_run', True),
+            ('auth_project', False),
+            ('project', self.project.id),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+        result = None
+
+        result = self.cmd.take_action(parsed_args)
+
+        self.sdk_connect_as_project_mock.assert_called_with(
+            self.project)
+        self.project_cleanup_mock.assert_called_once_with(
+            dry_run=True, status_queue=mock.ANY, filters={})
+
+        self.assertIsNone(result)
+
+    def test_project_cleanup_with_auth_project(self):
+        self.app.client_manager.auth_ref = mock.Mock()
+        self.app.client_manager.auth_ref.project_id = self.project.id
+        arglist = [
+            '--auth-project',
+        ]
+        verifylist = [
+            ('dry_run', False),
+            ('auth_project', True),
+            ('project', None),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+        result = None
+
+        with mock.patch('sys.stdin', StringIO('y')):
+            result = self.cmd.take_action(parsed_args)
+
+        self.sdk_connect_as_project_mock.assert_not_called()
+        calls = [
+            mock.call(dry_run=True, status_queue=mock.ANY, filters={}),
+            mock.call(dry_run=False, status_queue=mock.ANY, filters={})
+        ]
+        self.project_cleanup_mock.assert_has_calls(calls)
+
+        self.assertIsNone(result)
diff --git a/releasenotes/notes/add-project-cleanup-beb08c9df3c95b24.yaml b/releasenotes/notes/add-project-cleanup-beb08c9df3c95b24.yaml
new file mode 100644
index 0000000000..58d4223d2b
--- /dev/null
+++ b/releasenotes/notes/add-project-cleanup-beb08c9df3c95b24.yaml
@@ -0,0 +1,6 @@
+---
+features:
+  - |
+    Add support for project cleanup based on the OpenStackSDK with
+    create/update time filters. In the long run this will replace
+    `openstack project purge` command.
diff --git a/setup.cfg b/setup.cfg
index 48384897a0..9deb0f5313 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -45,6 +45,7 @@ openstack.common =
     extension_list = openstackclient.common.extension:ListExtension
     extension_show = openstackclient.common.extension:ShowExtension
     limits_show = openstackclient.common.limits:ShowLimits
+    project_cleanup = openstackclient.common.project_cleanup:ProjectCleanup
     project_purge = openstackclient.common.project_purge:ProjectPurge
     quota_list = openstackclient.common.quota:ListQuota
     quota_set = openstackclient.common.quota:SetQuota