diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 0000000..dcd8945
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,38 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+# GitHub recommends pinning actions to a commit SHA.
+# To get a newer version, you will need to update the SHA.
+# You can also reference a tag or branch, but the action may change without warning.
+
+name: publish
+
+on:
+  workflow_dispatch:
+    inputs:
+      release-tag:
+        type: string
+        required: true
+        description: Git tag of the istribution to be published
+jobs:
+  publish-to-pypi:
+    name: Publish to PyPI
+    runs-on: ubuntu-latest
+
+    environment:
+      name: pypi
+      url: https://pypi.org/p/compliance-to-policy
+
+    permissions:
+      id-token: write  # IMPORTANT: mandatory for trusted publishing
+
+    steps:
+      - name: Download the distributions from release
+        run: gh release download ${{ github.event.inputs.release-tag }} -D dist -p '*.tar.gz' -p '*.whl'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GH_REPO: ${{ github.REPOSITORY }}
+      - name: Publish distribution 📦 to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
\ No newline at end of file
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..903bad5
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,143 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+# GitHub recommends pinning actions to a commit SHA.
+# To get a newer version, you will need to update the SHA.
+# You can also reference a tag or branch, but the action may change without warning.
+
+name: release
+
+on:
+  workflow_dispatch:
+
+jobs:
+  build:
+    name: Build with semantic versioning
+    runs-on: ubuntu-latest
+    outputs:
+      release-tag: ${{ steps.release.outputs.tag }}
+      release-version: ${{ steps.release.outputs.version }}
+    permissions:
+      contents: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - name: Python Semantic Release
+        id: release
+        uses: python-semantic-release/python-semantic-release@v9.8.0
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+      - name: Check release
+        if: steps.release.outputs.released == 'false'
+        run: |
+          echo 'No release will be made since there are no release commits. See also Commit Parsers configuration.'
+          exit 1
+      - name: Set up Python 3.10
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+      - name: Install build tools
+        run: |
+          make install-dev
+      - name: Build
+        run: |
+          make build
+      - name: Store the distribution packages
+        uses: actions/upload-artifact@v3
+        with:
+          name: python-package-distributions
+          path: dist/
+
+  publish-to-github:
+    name: Publish to GitHub
+    needs:
+      - build
+    runs-on: ubuntu-latest
+
+    permissions:
+      contents: write
+      packages: write
+      id-token: write  # IMPORTANT: mandatory for trusted publishing
+
+    steps:
+      - name: Download all the dists
+        uses: actions/download-artifact@v3
+        with:
+          name: python-package-distributions
+          path: dist/
+      - name: Sign the dists with Sigstore
+        uses: sigstore/gh-action-sigstore-python@v3.0.0
+        with:
+          inputs: |
+            ./dist/*.tar.gz
+            ./dist/*.whl
+      - name: Upload package distributions to GitHub Releases
+        run: gh release upload ${{needs.build.outputs.release-tag}} ./dist/*
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GH_REPO: ${{ github.REPOSITORY }}
+
+  publish-to-testpypi:
+    name: Publish to TestPyPI
+    needs:
+      - build
+      - publish-to-github
+    runs-on: ubuntu-latest
+
+    environment:
+      name: testpypi
+      url: https://pypi.org/p/compliance-to-policy
+
+    permissions:
+      id-token: write  # IMPORTANT: mandatory for trusted publishing
+
+    steps:
+      - name: Download the distributions from release
+        run: gh release download ${{needs.build.outputs.release-tag}} -D dist -p '*.tar.gz' -p '*.whl'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GH_REPO: ${{ github.REPOSITORY }}
+      - name: Publish distribution 📦 to TestPyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          repository-url: https://test.pypi.org/legacy/
+
+  test:
+    name: Integration Test
+    needs:
+      - build
+      - publish-to-testpypi
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          ref: ${{needs.build.outputs.release-tag}}
+      - name: Set up Python 3.10
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+      - name: Install
+        run: |
+          version=${{needs.build.outputs.release-version}}
+          version=${version/-rc./rc}
+          count=0
+          while :; do
+            count=$(($count+1))
+            echo "Check if ${version} is available or not ...$count"
+            if pip index versions -i https://test.pypi.org/simple/ compliance-to-policy | grep ${version};then
+              break
+            fi
+            [[ "$count" -gt 5 ]] && echo "Not found ${version}" && exit 1
+            sleep 5
+          done
+          pip index versions -i https://test.pypi.org/simple/ compliance-to-policy | grep ${version}
+          pip install -i https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple compliance-to-policy==${version}
+          pip install pytest
+      - name: Run test
+        run: make it
\ No newline at end of file
diff --git a/.github/workflows/validate.yml b/.github/workflows/validate.yml
new file mode 100644
index 0000000..6792627
--- /dev/null
+++ b/.github/workflows/validate.yml
@@ -0,0 +1,44 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+# GitHub recommends pinning actions to a commit SHA.
+# To get a newer version, you will need to update the SHA.
+# You can also reference a tag or branch, but the action may change without warning.
+
+name: validate
+
+on:
+  pull_request_target:
+    types:
+      - opened
+      - edited
+      - synchronize
+    branches:
+      - 'main'
+
+jobs:
+  validate:
+    name: Validate
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      - name: Set up Python 3.10
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.10'
+      - name: Install for develompemnt
+        run: |
+          make install-dev
+      - name: Unit Test
+        run: |
+          make test
+      - name: Build
+        run: |
+          make build
+      - name: Integration Test
+        run: |
+          pip install ./dist/*.tar.gz
+          make it
\ No newline at end of file
diff --git a/Makefile b/Makefile
index 254ee97..98a992f 100644
--- a/Makefile
+++ b/Makefile
@@ -1,57 +1,61 @@
-PYTHON := $(shell pwd)/.venv/bin/python
+.PHONY: build
+build:
+	python -m build
 
-.venv:
-	@echo Please create venv firstly
+.PHONY: install
+install:
+	python -m pip install .
 
-build: .venv
-	@$(PYTHON) -m build
+.PHONY: install-dev
+install-dev:
+	python -m pip install ".[dev]"
 
-install: .venv
-	@$(PYTHON) -m pip install .
+.PHONY: uninstall
+uninstall:
+	python -m pip uninstall compliance-to-policy
 
-install-dev: .venv
-	@$(PYTHON) -m pip install ".[dev]"
+.PHONY: format
+format:
+	python -m isort .
+	python -m black .
 
-uninstall: .venv
-	@$(PYTHON) -m pip uninstall compliance-to-policy
-
-
-format: .venv
-	@$(PYTHON) -m isort .
-	@$(PYTHON) -m black .
-
-lint: .venv
-	@$(PYTHON) -m pylint ./c2p ./tests
+.PHONY: lint
+lint:
+	python -m pylint ./c2p ./tests
 
 .PHONY: docs
-docs: .venv
-	@$(PYTHON) -m mkdocs build
+docs:
+	python -m mkdocs build
 
 .PHONY: gh-pages
- gh-pages: .venv
-	@$(PYTHON) -m mkdocs gh-deploy
+ gh-pages:
+	python -m mkdocs gh-deploy
 
 # make test ARGS="-n 2 --dist loadscope --log-cli-level DEBUG" TARGET="tests/c2p/test_cli.py"
 # TODO: -n 2 (pytest-xdist plugin) results in no logs displayed.
+.PHONY: test
 test: ARGS ?= 
 test: TARGET ?= tests/
-test: .venv test-plugin
+test: test-plugin
 	@OUTPUT_PATH=/dev/null $(PYTHON) -m pytest $(ARGS) $(TARGET)
 
+.PHONY: test-plugin
 test-plugin: ARGS ?= 
 test-plugin: TARGET ?= plugins_public/tests/
-test-plugin: .venv
+test-plugin:
 	@OUTPUT_PATH=/dev/null $(PYTHON) -m pytest $(ARGS) $(TARGET)
 
-# After published, the branch must be merged first-forwardly. TODO: Integrate with CI
-publish: GIT_TAG ?=
-publish:
-	@toml set --toml-path pyproject.toml project.version $(GIT_TAG)
-	@git add pyproject.toml
-	@git commit -S -s -m "update version to $(GIT_TAG)"
-	@git tag $(GIT_TAG)
-
-clean: .venv
+.PHONY: it
+it:
+	python samples_public/kyverno/compliance_to_policy.py
+	python samples_public/kyverno/result_to_compliance.py
+	python samples_public/ocm/compliance_to_policy.py
+	python samples_public/ocm/result_to_compliance.py
+	python samples_public/auditree/compliance_to_policy.py
+	python samples_public/auditree/result_to_compliance.py
+
+.PHONY: clean
+clean:
 	@rm -rf build *.egg-info dist
 	@find ./plugins -type d \( -name '*.egg-info' -o -name 'dist' \) | while read x; do echo $$x; rm -r $$x ; done 
-	@$(PYTHON) -m pyclean -v .
\ No newline at end of file
+	python -m pyclean -v .
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index b65e6b1..75da099 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -88,3 +88,13 @@ disable = ["W1203", "W1201"]
 
 [tool.pylint.format]
 max-line-length = 120
+
+[tool.semantic_release]
+version_toml = ["pyproject.toml:project.version"]
+commit_message = "{version}\n\nAutomatically generated by python-semantic-release"
+
+[tool.semantic_release.remote.token]
+env = "GITHUB_TOKEN"
+
+[tool.semantic_release.publish]
+upload_to_vcs_release = false
\ No newline at end of file