diff --git a/.github/workflows/organize_and_generate_testing_report.yaml b/.github/workflows/organize_and_generate_testing_report.yaml
new file mode 100644
index 00000000..87fc7fd7
--- /dev/null
+++ b/.github/workflows/organize_and_generate_testing_report.yaml
@@ -0,0 +1,63 @@
+############################################################################
+#
+# Workflow Description:
+#     Organize all the testing coverage reports. (it would save reports by 'actions/upload-artifact@v3').
+#
+# Workflow input parameters:
+#     * test_type: The testing type. In generally, it only has 2 options: 'unit-test' and 'integration-test'.
+#
+# Workflow running output:
+#     No, but it would save the testing coverage reports (coverage.xml) to provide after-process to organize and record.
+#
+############################################################################
+
+name: Upload test report to Codecov
+
+on:
+  workflow_call:
+    inputs:
+      test_type:
+        description: "The testing type. In generally, it only has 2 options: 'unit-test' and 'integration-test'."
+        required: true
+        type: string
+
+
+jobs:
+  organize_and_generate_test_report:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Download code coverage result file
+        uses: actions/download-artifact@v3
+        with:
+          name: coverage
+          path: .coverage.${{ inputs.test_type }}*
+
+      - name: Setup Python 3.10 in Ubuntu OS
+        uses: actions/setup-python@v2
+        with:
+          python-version: '3.10'
+
+      - name: Install Python tool 'coverage'
+        run: |
+          python3 -m pip install --upgrade pip
+          pip3 install -U pip
+          pip3 install coverage
+
+      - name: Combine all code coverage result files
+        run: coverage combine .coverage.*
+
+      - name: Report testing coverage of project code
+        run: coverage report -m
+
+      - name: Generate testing report for Codacy
+        run: coverage xml
+
+      - name: Upload testing coverage report
+        uses: actions/upload-artifact@v3
+        with:
+          name: project_coverage_report
+          path: coverage.xml
+          if-no-files-found: error
diff --git a/.github/workflows/prepare_test_items.yaml b/.github/workflows/prepare_test_items.yaml
new file mode 100644
index 00000000..3e3d43d5
--- /dev/null
+++ b/.github/workflows/prepare_test_items.yaml
@@ -0,0 +1,47 @@
+############################################################################
+#
+# Workflow Description:
+#     Run a specific shell script to get all test items.
+#
+# Workflow input parameters:
+#     * shell_path: The file path of shell script which gets all the test items.
+#     * shell_arg: The arguments of the shell script which gets all the test items.
+#
+# Workflow running output:
+#     Yes, it has running result output. The output is the paths of all test items.
+#
+############################################################################
+
+name: Prepare test items
+
+on:
+  workflow_call:
+    inputs:
+      shell_path:
+        description: "The file path of shell script which gets all the test items."
+        required: true
+        type: string
+      shell_arg:
+        description: "The arguments of the shell script which gets all the test items."
+        required: true
+        type: string
+    outputs:
+      all_test_items:
+        description: "The output string about all test items it needs to run."
+        value: ${{ jobs.prep-testbed_get_test_items.outputs.matrix }}
+
+
+jobs:
+  prep-testbed_get_test_items:
+    name: Prepare all test items
+    runs-on: ubuntu-latest
+    # Map the job outputs to step outputs
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.all_test_items }}
+    steps:
+      - uses: actions/checkout@v3
+      - id: set-matrix
+        run: |
+          sudo apt-get install jq
+          echo "::set-output name=all_test_items::$(bash ${{ inputs.shell_path }} ${{ inputs.shell_arg }})"
+
diff --git a/.github/workflows/run_test_items_via_pytest.yaml b/.github/workflows/run_test_items_via_pytest.yaml
new file mode 100644
index 00000000..6d640385
--- /dev/null
+++ b/.github/workflows/run_test_items_via_pytest.yaml
@@ -0,0 +1,98 @@
+############################################################################
+#
+# Workflow Description:
+#     Run testing by specific type with all test items via PyTest and generate its testing
+#     coverage report (it would save reports by 'actions/upload-artifact@v3').
+#
+# Workflow input parameters:
+#     * test_type: The testing type. In generally, it only has 2 options: 'unit-test' and 'integration-test'.
+#     * all_test_items_paths: The target paths of test items under test.
+#
+# Workflow running output:
+#     No, but it would save the testing coverage reports to provide after-process to organize and record.
+#
+############################################################################
+
+name: Run test items via PyTest
+
+on:
+  workflow_call:
+    inputs:
+      test_type:
+        description: "The testing type. In generally, it only has 2 options: 'unit-test' and 'integration-test'."
+        required: true
+        type: string
+      all_test_items_paths:
+        description: "The target paths of test items under test."
+        required: true
+        type: string
+
+
+jobs:
+  run_test_items:
+    runs-on: ${{ matrix.os }}
+
+    strategy:
+      matrix:
+        python-version: [3.6,3.7,3.8,3.9,'3.10']
+        os: [ubuntu-18.04,ubuntu-20.04,ubuntu-22.04, macos-10.15,macos-11,macos-12]
+        exclude:
+          - os: ubuntu-18.04
+            python-version: 3.6
+          - os: ubuntu-18.04
+            python-version: 3.9
+          - os: ubuntu-18.04
+            python-version: '3.10'
+          - os: ubuntu-20.04
+            python-version: 3.8
+          - os: ubuntu-20.04
+            python-version: 3.9
+          - os: ubuntu-22.04
+            python-version: 3.6
+          - os: macos-10.15
+            python-version: 3.6
+          - os: macos-10.15
+            python-version: 3.8
+          - os: macos-11
+            python-version: 3.6
+          - os: macos-11
+            python-version: 3.9
+          - os: macos-12
+            python-version: 3.6
+        test-path: ${{fromJson(inputs.all_test_items_paths)}}
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Install Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+#      - name: Install dependencies by cloning from GitHub MultiRunnable
+#        run: |
+#          git clone https://github.com/Chisanan232/multirunnable.git -b master ./multirunnable
+#          sudo python ./multirunnable/setup.py install
+#          pip install -r ./multirunnable/dev-requirements.txt
+
+      - name: Install Python dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -U pip
+          pip install -U -r ./requirements/requirements.txt
+          pip install -U -r ./requirements/requirements-test.txt
+
+      - name: Run tests with pytest
+        run: pytest ${{ matrix.test-path }}
+        continue-on-error: true
+
+      - name: Rename the code coverage result file
+        run: mv ./.coverage ./.coverage.${{ inputs.test_type }}.${{ matrix.os }}-${{ matrix.python-version }}
+
+      - name: Upload code coverage result file
+        uses: actions/upload-artifact@v3
+        with:
+          name: coverage
+          path: .coverage.${{ inputs.test_type }}.${{ matrix.os }}-${{ matrix.python-version }}
+          if-no-files-found: error
+
diff --git a/.github/workflows/upload_code_report_to_codacy.yaml b/.github/workflows/upload_code_report_to_codacy.yaml
new file mode 100644
index 00000000..90b1185b
--- /dev/null
+++ b/.github/workflows/upload_code_report_to_codacy.yaml
@@ -0,0 +1,52 @@
+############################################################################
+#
+# Workflow Description:
+#     Upload the testing coverage reports to Codacy.
+#
+# Workflow input parameters:
+#     * General arguments:
+#         * download_path: The path to download testing coverage reports via 'actions/download-artifact@v3'.
+#
+#     * Secret arguments:
+#         * codacy_token: The API token for uploading testing coverage report to Codacy.
+#
+# Workflow running output:
+#     No and do nothing.
+#
+############################################################################
+
+name: Upload code detail report to Codacy
+
+on:
+  workflow_call:
+    inputs:
+      download_path:
+        description: "The path to download testing coverage reports via 'actions/download-artifact@v3'."
+        required: true
+        type: string
+
+    secrets:
+      codacy_token:
+        description: "The API token for uploading testing coverage report to Codacy."
+        required: true
+
+
+jobs:
+  upload_code_to_codacy_check_quality:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Download testing coverage report
+        uses: actions/download-artifact@v3
+        with:
+          name: project_coverage_report
+          path: ${{ inputs.download_path }}
+
+      - name: Generate testing report for Codacy
+        run: mv ./coverage.xml ./cobertura.xml
+
+      - name: Upload testing report to Codacy
+        uses: codacy/codacy-coverage-reporter-action@v1
+        with:
+          project-token: ${{ secrets.codacy_token }}
+          coverage-reports: cobertura.xml
+
diff --git a/.github/workflows/upload_test_report_to_codecov.yaml b/.github/workflows/upload_test_report_to_codecov.yaml
new file mode 100644
index 00000000..d3498de7
--- /dev/null
+++ b/.github/workflows/upload_test_report_to_codecov.yaml
@@ -0,0 +1,72 @@
+############################################################################
+#
+# Workflow Description:
+#     Upload the testing coverage reports to Codecov.
+#
+# Workflow input parameters:
+#     * General arguments:
+#         * download_path: The path to download testing coverage reports via 'actions/download-artifact@v3'.
+#         * codecov_flags: The flags of the testing coverage report for Codecov.
+#         * codecov_name: The name of the testing coverage report for Codecov.
+#
+#     * Secret arguments:
+#         * codecov_token: The API token for uploading testing coverage report to Codecov.
+#
+# Workflow running output:
+#     No and do nothing.
+#
+############################################################################
+
+name: Upload test report to Codecov
+
+on:
+  workflow_call:
+    inputs:
+      download_path:
+        description: "The path to download testing coverage reports via 'actions/download-artifact@v3'."
+        required: true
+        type: string
+      codecov_flags:
+        description: "The flags of the testing coverage report for Codecov."
+        required: true
+        type: string
+      codecov_name:
+        description: "The name of the testing coverage report for Codecov."
+        required: true
+        type: string
+
+    secrets:
+      codecov_token:
+        description: "The API token for uploading testing coverage report to Codecov."
+        required: true
+
+
+jobs:
+  upload_report_to_codecov:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Download code coverage result file
+        uses: actions/download-artifact@v3
+        with:
+          name: project_coverage_report
+          path: ${{ inputs.download_path }}
+
+      - name: Upload coverage report to platform Codecov
+        uses: codecov/codecov-action@v3
+        with:
+          token: ${{ secrets.codecov_token }} # not required for public repos
+          files: coverage.xml # optional
+          flags: ${{ inputs.codecov_flags }} # optional
+          name: ${{ inputs.codecov_name }} # optional
+          fail_ci_if_error: true # optional (default = false)
+          verbose: true # optional (default = false)
+
+      - name: Upload testing coverage report
+        uses: actions/upload-artifact@v3
+        with:
+          name: project_coverage_report
+          path: coverage.xml
+          if-no-files-found: error