diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index a65de46..c406594 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -53,8 +53,10 @@ jobs:
         uses: codecov/test-results-action@v1
         with:
           env_vars: PYTHON_VERSION,PYDANTIC_VERSION
+          use_oidc: true
 
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v5
         with:
-          env_vars: PYTHON_VERSION,PYDANTIC_VERSION
\ No newline at end of file
+          env_vars: PYTHON_VERSION,PYDANTIC_VERSION
+          use_oidc: true
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 9f32ddf..10961a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -64,6 +64,13 @@ test = "uv run pytest --cov=src --cov-report xml --junitxml=./junit.xml -n auto"
 bump = "uv run bump-my-version bump"
 show-bump = "uv run bump-my-version show-bump"
 
+[tool.coverage.report]
+exclude_lines = [
+  "raise NotImplementedError",
+  "if TYPE_CHECKING:",
+  "@overload",
+  "except ImportError:", 
+]
 
 [tool.ruff]
 line-length = 120
diff --git a/tests/plugin_test.py b/tests/plugin_test.py
index d359a58..6486689 100644
--- a/tests/plugin_test.py
+++ b/tests/plugin_test.py
@@ -11,7 +11,7 @@ async def test_pip(app: App):
 
     event = fake_group_message_event_v11(message="pip install nonebot2")
     try:
-        from nonebot_plugin_template import pip
+        from nonebot_plugin_template import pip  # type:ignore
     except ImportError:
         pytest.skip("nonebot_plugin_template.pip not found")