diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 367e4de7..bf7fa6fe 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -5,6 +5,9 @@ on: [push, pull_request]
 jobs:
   pre-commit:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.10', '3.11', '3.12', '3.13']  # 添加你想要测试的 Python 版本
 
     steps:
     - name: Checkout code
@@ -13,7 +16,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v3
       with:
-        python-version: '3.10'  # 选择适合你的项目的 Python 版本
+        python-version: ${{ matrix.python-version }}  # 使用矩阵中的 Python 版本
 
     - name: Install dependencies
       run: |
@@ -24,4 +27,4 @@ jobs:
         pre-commit install
 
     - name: Run pre-commit
-      run: pre-commit run --all-files
+      run: pre-commit run --all-files
\ No newline at end of file
diff --git a/.github/workflows/run-pytest.yml b/.github/workflows/run-pytest.yml
index ffab609a..c06df2d1 100644
--- a/.github/workflows/run-pytest.yml
+++ b/.github/workflows/run-pytest.yml
@@ -1,4 +1,4 @@
-# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# This workflow will install Python dependencies, run tests and lint with multiple versions of Python
 # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
 
 name: Pytest API Testing
@@ -13,16 +13,20 @@ permissions:
   contents: read
 
 jobs:
-  Pytes-API-Testing:
-
+  Pytest:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.10', '3.11', '3.12', '3.13']  # 添加你想要测试的 Python 版本
 
     steps:
     - uses: actions/checkout@v3
-    - name: Set up Python 3.11
+
+    - name: Set up Python
       uses: actions/setup-python@v3
       with:
-        python-version: "3.11"
+        python-version: ${{ matrix.python-version }}  # 使用矩阵中的 Python 版本
+
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
@@ -36,11 +40,11 @@ jobs:
     - name: Archive Pytest test report
       uses: actions/upload-artifact@v3
       with:
-        name: SuperTest-test-report
+        name: SuperTest-test-report-${{ matrix.python-version }}
         path: report
 
     - name: Upload Pytest report to GitHub
       uses: actions/upload-artifact@v3
       with:
-        name: Pytest-test-report
-        path: report
+        name: Pytest-test-report-${{ matrix.python-version }}
+        path: report
\ No newline at end of file