feat(ci): add github action pre-commit

Author: kevinlin09

.github/PULL_REQUEST_TEMPLATE.md

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+## Description
+[Describe what this PR does and why]
+
+**Related Issue:** Fixes #[issue_number] or Relates to #[issue_number]
+
+**Security Considerations:** [Check if API keys or sensitive credentials are exposed in code/logs]
+
+## Type of Change
+- [ ] Bug fix
+- [ ] New feature
+- [ ] Breaking change
+- [ ] Documentation
+- [ ] Refactoring
+
+## Component(s) Affected
+- [ ] Model
+- [ ] Application
+- [ ] Common
+- [ ] Documentation
+- [ ] Tests
+- [ ] CI/CD
+
+## Checklist
+- [ ] Pre-commit hooks pass
+- [ ] Tests pass locally
+- [ ] Documentation updated (if needed)
+- [ ] Ready for review
+
+## Testing
+[How to test these changes]
+
+## Additional Notes
+[Optional: any other context]

.github/workflows/pre-commit.yml

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+name: Pre-commit Checks
+
+on: [push, pull_request]
+
+jobs:
+  run:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: true
+    env:
+      OS: ubuntu-latest
+      PYTHON: '3.8'
+    steps:
+    - uses: actions/checkout@v4
+    - name: Setup Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: '3.8'
+    - name: Update setuptools and wheel
+      run: |
+        pip install setuptools==68.2.2 wheel==0.41.2
+    - name: Install dashscope python sdk
+      run: |
+        pip install -r requirements.txt
+    - name: Install pre-commit hooks
+      run: |
+        pre-commit install
+    - name: Run pre-commit
+      run: |
+        pre-commit run --all-files > pre-commit.log 2>&1 || true
+        cat pre-commit.log
+        if grep -q Failed pre-commit.log; then
+          echo -e "\e[41m  [**FAIL**] Please install pre-commit and format your code first. \e[0m"
+          exit 1
+        fi
+        echo -e "\e[46m  ********************************Passed******************************** \e[0m"