diff --git a/scripts/setup_ros2_desktop.sh b/scripts/setup_ros2_desktop.sh
index 7743aa5..a7b2b61 100755
--- a/scripts/setup_ros2_desktop.sh
+++ b/scripts/setup_ros2_desktop.sh
@@ -56,5 +56,12 @@ echo "Initializing rosdep..."
 sudo rosdep init 2>/dev/null || true
 rosdep update
 
+PROGRESS 95 "Configuring pip for system installs..."
+echo "Configuring pip for system-wide installs (PEP 668 override)..."
+sudo mkdir -p /root/.config/pip
+if ! sudo grep -qs 'break-system-packages' /root/.config/pip/pip.conf 2>/dev/null; then
+    printf '[global]\nbreak-system-packages = true\n' | sudo tee -a /root/.config/pip/pip.conf > /dev/null
+fi
+
 PROGRESS 100 "Done"
 echo "ROS2 Jazzy Desktop installed successfully."
diff --git a/scripts/setup_ros2_ros_base.sh b/scripts/setup_ros2_ros_base.sh
index a12efbc..02b0724 100755
--- a/scripts/setup_ros2_ros_base.sh
+++ b/scripts/setup_ros2_ros_base.sh
@@ -56,5 +56,12 @@ echo "Initializing rosdep..."
 sudo rosdep init 2>/dev/null || true
 rosdep update
 
+PROGRESS 95 "Configuring pip for system installs..."
+echo "Configuring pip for system-wide installs (PEP 668 override)..."
+sudo mkdir -p /root/.config/pip
+if ! sudo grep -qs 'break-system-packages' /root/.config/pip/pip.conf 2>/dev/null; then
+    printf '[global]\nbreak-system-packages = true\n' | sudo tee -a /root/.config/pip/pip.conf > /dev/null
+fi
+
 PROGRESS 100 "Done"
 echo "ROS2 Jazzy (ros-base) installed successfully."
diff --git a/src/ai_agent/ai_agent/__init__.py b/src/ai_agent/ai_agent/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/ai_agent/package.xml b/src/ai_agent/package.xml
new file mode 100644
index 0000000..358427d
--- /dev/null
+++ b/src/ai_agent/package.xml
@@ -0,0 +1,18 @@
+<?xml version="1.0"?>
+<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
+<package format="3">
+  <name>ai_agent</name>
+  <version>0.0.0</version>
+  <description>TODO: Package description</description>
+  <maintainer email="grabardm@ml-dev.ru">daniel</maintainer>
+  <license>TODO: License declaration</license>
+
+  <test_depend>ament_copyright</test_depend>
+  <test_depend>ament_flake8</test_depend>
+  <test_depend>ament_pep257</test_depend>
+  <test_depend>python3-pytest</test_depend>
+
+  <export>
+    <build_type>ament_python</build_type>
+  </export>
+</package>
diff --git a/src/ai_agent/resource/ai_agent b/src/ai_agent/resource/ai_agent
new file mode 100644
index 0000000..e69de29
diff --git a/src/ai_agent/setup.cfg b/src/ai_agent/setup.cfg
new file mode 100644
index 0000000..d873e7b
--- /dev/null
+++ b/src/ai_agent/setup.cfg
@@ -0,0 +1,4 @@
+[develop]
+script_dir=$base/lib/ai_agent
+[install]
+install_scripts=$base/lib/ai_agent
diff --git a/src/ai_agent/setup.py b/src/ai_agent/setup.py
new file mode 100644
index 0000000..c7607c4
--- /dev/null
+++ b/src/ai_agent/setup.py
@@ -0,0 +1,29 @@
+from setuptools import find_packages, setup
+
+package_name = 'ai_agent'
+
+setup(
+    name=package_name,
+    version='0.0.0',
+    packages=find_packages(exclude=['test']),
+    data_files=[
+        ('share/ament_index/resource_index/packages',
+            ['resource/' + package_name]),
+        ('share/' + package_name, ['package.xml']),
+    ],
+    install_requires=['setuptools'],
+    zip_safe=True,
+    maintainer='daniel',
+    maintainer_email='grabardm@ml-dev.ru',
+    description='TODO: Package description',
+    license='TODO: License declaration',
+    extras_require={
+        'test': [
+            'pytest',
+        ],
+    },
+    entry_points={
+        'console_scripts': [
+        ],
+    },
+)
diff --git a/src/ai_agent/test/test_copyright.py b/src/ai_agent/test/test_copyright.py
new file mode 100644
index 0000000..97a3919
--- /dev/null
+++ b/src/ai_agent/test/test_copyright.py
@@ -0,0 +1,25 @@
+# Copyright 2015 Open Source Robotics Foundation, Inc.
+#
+# 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 ament_copyright.main import main
+import pytest
+
+
+# Remove the `skip` decorator once the source file(s) have a copyright header
+@pytest.mark.skip(reason='No copyright header has been placed in the generated source file.')
+@pytest.mark.copyright
+@pytest.mark.linter
+def test_copyright():
+    rc = main(argv=['.', 'test'])
+    assert rc == 0, 'Found errors'
diff --git a/src/ai_agent/test/test_flake8.py b/src/ai_agent/test/test_flake8.py
new file mode 100644
index 0000000..27ee107
--- /dev/null
+++ b/src/ai_agent/test/test_flake8.py
@@ -0,0 +1,25 @@
+# Copyright 2017 Open Source Robotics Foundation, Inc.
+#
+# 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 ament_flake8.main import main_with_errors
+import pytest
+
+
+@pytest.mark.flake8
+@pytest.mark.linter
+def test_flake8():
+    rc, errors = main_with_errors(argv=[])
+    assert rc == 0, \
+        'Found %d code style errors / warnings:\n' % len(errors) + \
+        '\n'.join(errors)
diff --git a/src/ai_agent/test/test_pep257.py b/src/ai_agent/test/test_pep257.py
new file mode 100644
index 0000000..b234a38
--- /dev/null
+++ b/src/ai_agent/test/test_pep257.py
@@ -0,0 +1,23 @@
+# Copyright 2015 Open Source Robotics Foundation, Inc.
+#
+# 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 ament_pep257.main import main
+import pytest
+
+
+@pytest.mark.linter
+@pytest.mark.pep257
+def test_pep257():
+    rc = main(argv=['.', 'test'])
+    assert rc == 0, 'Found code style errors / warnings'