add ruff check

Author: BinWang28

.github/workflows/run-ruff.yml

@@ -15,14 +15,17 @@ jobs:
     - name: Install uv
       uses: astral-sh/setup-uv@v5
 
+    - name: Install dependencies
+      run: uv sync
+
     - name: Check static error
       run: |
-        uv tool run ruff@0.8.0 check --show-fixes --output-format=github
+        uv run ruff check --show-fixes --output-format=github
 
     - name: Reformat code style
       run: |
         echo '## Reformat summary' >> $GITHUB_STEP_SUMMARY
-        if diff_output="$(uv tool run ruff@0.8.0 format --diff 2>&1)"; then
+        if diff_output="$(uv run ruff format --diff 2>&1)"; then
           echo "$diff_output"
           echo '✅ Format check passed.' >> "$GITHUB_STEP_SUMMARY"
         else