[Workflow] attempt fix taskipy path

Author: YaoxuanZhang

.github/workflows/lint-test.yml

@@ -16,18 +16,17 @@ jobs:
         uses: actions/setup-python@v6
         with:
           python-version: "3.13"
-
-      - name: Install uv
-        run: pip install uv
+          # Use the setup-python action's built-in support for uv and caching
+          cache: "uv"
 
       - name: Install dependencies
         run: uv sync --dev
 
       - name: Run linter
-        run: task lint
+        run: uv run task lint
 
       - name: Run tests with coverage
-        run: task testcov
+        run: uv run task testcov
 
       - name: Upload coverage artifact
         uses: actions/upload-artifact@v5