diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index be0246d7..bd1941b5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -5,25 +5,59 @@ on:
   pull_request:
   push:
     branches:
-      - master
+      - main
     tags:
       - "v*"
 
 jobs:
+  check:
+    name: Check
+    runs-on: ubuntu-latest
+    steps:
+      - name: Setup Python 3.13
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.13"
+      - name: Install uv
+        run: |
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+          echo "$HOME/.cargo/bin" >> $GITHUB_PATH
+      - name: Checkout
+        uses: actions/checkout@v5
+      - name: Install requirements
+        run: |
+          uv lock --check
+          uv sync
+      - name: Run Ruff as isort
+        run: uv run ruff check --select I,RUF022 --fix --diff ./pybind11_stubgen
+        if: ${{ failure() ||  success() }}
+      - name: Run Ruff format
+        run: uv run ruff format --diff ./pybind11_stubgen
+        if: ${{ failure() ||  success() }}
+      - name: Run Ruff
+        run: |
+          uv run ruff check --ignore F401,F821 .
+        if: ${{ failure() ||  success() }}
+
   build:
     name: Build wheel
     runs-on: ubuntu-latest
+    needs: [check]
     steps:
       - uses: actions/checkout@v5
       - uses: actions/setup-python@v5
         with:
           python-version: "3.13"
 
-      - name: Install build
-        run: python -m pip --disable-pip-version-check install build
+      - name: Install uv
+        run: |
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+          echo "$HOME/.cargo/bin" >> $GITHUB_PATH
 
       - name: Build sdist + wheel
-        run: python -m build
+        run: |
+          uv lock --check
+          uv build
 
       - name: Upload build artifacts
         uses: actions/upload-artifact@v6
@@ -31,32 +65,6 @@ jobs:
           name: dist
           path: dist
 
-  format:
-    name: Format code
-    runs-on: ubuntu-latest
-    steps:
-      - name: Setup Python 3.13
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.13"
-      - name: Checkout
-        uses: actions/checkout@v5
-      - name: Install requirements
-        run: pip install -r requirements-dev.txt
-      - name: Run isort
-        run: isort --check --profile=black --diff ./pybind11_stubgen
-        if: ${{ failure() ||  success() }}
-      - name: Run black
-        run: black --diff ./pybind11_stubgen
-        if: ${{ failure() ||  success() }}
-      - name: Run flake8
-        run: |
-          flake8 \
-            --max-line-length=88 \
-            --extend-ignore=E203 \
-            --extend-exclude=venv/,.pytest_cache/,.ipynb_checkpoints/,tests/,tmp/,build/
-        if: ${{ failure() ||  success() }}
-
   tests:
     name: "Test 🐍 ${{ matrix.config.python }} • pybind-${{ matrix.config.pybind11-branch }} • ${{ matrix.config.numpy-format }}"
     runs-on: ubuntu-latest
@@ -159,23 +167,31 @@ jobs:
         with:
           python-version: ${{ matrix.config.python }}
 
+      - name: Install uv
+        run: |
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+          echo "$HOME/.cargo/bin" >> $GITHUB_PATH
+
       - name: Update CMake
         uses: jwlawson/actions-setup-cmake@v2
         with:
-          # https://github.com/pybind/pybind11/blob/914c06fb252b6cc3727d0eedab6736e88a3fcb01/CMakeLists.txt#L13C34-L13C38
           cmake-version: ${{ matrix.config.cmake-version }}
 
+      - name: Create UV venv
+        run: |
+          uv venv .venv
+
       - name: Setup annotations on Linux
         if: runner.os == 'Linux'
-        run: python -m pip install pytest-github-actions-annotate-failures
+        run: uv pip install pytest-github-actions-annotate-failures
 
       - name: Install requirements
-        run: pip install -r "./tests/stubs/python-${{ matrix.config.python }}/requirements.txt"
+        run: uv pip install -r "./tests/stubs/python-${{ matrix.config.python }}/requirements.txt" --system
 
       - name: Install
         shell: bash
         working-directory: dist
-        run: python -m pip --disable-pip-version-check install *.whl
+        run: uv pip install --disable-pip-version-check *.whl
 
       - name: Install demo module
         shell: bash
@@ -219,28 +235,38 @@ jobs:
         with:
           python-version: ${{ matrix.python }}
 
+      - name: Install uv
+        run: |
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+          echo "$HOME/.cargo/bin" >> $GITHUB_PATH
+
       - name: Download build artifacts
         uses: actions/download-artifact@v6
         with:
           name: dist
           path: dist
 
+      - name: Create UV venv
+        run: |
+          uv venv .venv
+
       - name: Setup annotations on Linux
         if: runner.os == 'Linux'
-        run: python -m pip install pytest-github-actions-annotate-failures
+        run: uv pip install pytest-github-actions-annotate-failures
 
       - name: Install
         shell: bash
         working-directory: dist
-        run: python -m pip --disable-pip-version-check install *.whl
+        run: uv pip install --disable-pip-version-check *.whl
 
       - name: "Install ${{ matrix.test-package }}"
         shell: bash
-        run: pip install "${{ matrix.test-package }}"
+        run: uv pip install "${{ matrix.test-package }}"
 
       - name: Generate stubs
         shell: bash
         run: |
+          source .venv/bin/activate
           pybind11-stubgen "${{ matrix.test-package }}" -o flavour-1 --numpy-array-wrap-with-annotated
           pybind11-stubgen "${{ matrix.test-package }}" -o flavour-2 --numpy-array-remove-parameters
           pybind11-stubgen "${{ matrix.test-package }}" -o flavour-3 --print-invalid-expressions-as-is
@@ -249,7 +275,7 @@ jobs:
 
   publish:
     name: Publish distribution
-    needs: [build, format, tests, test-cli-options]
+    needs: [check, build, tests, test-cli-options]
     if: github.event_name == 'push' && startsWith(github.event.ref, 'refs/tags')
     runs-on: ubuntu-latest
     permissions:
diff --git a/.gitignore b/.gitignore
index 59716e8d..c0701134 100644
--- a/.gitignore
+++ b/.gitignore
@@ -210,6 +210,9 @@ cython_debug/
 # VS Code
 .vscode/
 
+# Zed
+.zed/
+
 tmp
 *.patch
 *.zip
diff --git a/pybind11_stubgen/parser/mixins/fix.py b/pybind11_stubgen/parser/mixins/fix.py
index 87898906..63fb5913 100644
--- a/pybind11_stubgen/parser/mixins/fix.py
+++ b/pybind11_stubgen/parser/mixins/fix.py
@@ -40,7 +40,6 @@
 
 
 class RemoveSelfAnnotation(IParser):
-
     __any_t_name = QualifiedName.from_str("Any")
     __typing_any_t_name = QualifiedName.from_str("typing.Any")
 
diff --git a/pyproject.toml b/pyproject.toml
index 0e4a64bb..f3e18a87 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,6 +18,17 @@ dynamic = ["readme"]
 Repository = "https://github.com/pybind/pybind11-stubgen"
 Issues = "https://github.com/pybind/pybind11-stubgen/issues"
 
+[dependency-groups]
+dev = [
+    "cmeel==0.59.0",
+    "numpy~=1.20",
+    "pip",
+    "scipy~=1.0",
+    "typing_extensions>=4,<5",
+    "mypy>=1.19.1",
+    "ruff>=0.14.14",
+]
+
 [tool.setuptools.packages]
 find = {}
 
@@ -26,3 +37,17 @@ readme = {file = ["README.md"], content-type = "text/markdown"}
 
 [project.entry-points.console_scripts]
 pybind11-stubgen = "pybind11_stubgen.__init__:main"
+
+[tool.ruff]
+target-version = "py310"
+line-length = 88
+
+[tool.ruff.lint]
+ignore = ["F403"]  # undefined names imported (triggered by native extensions)
+
+[tool.ruff.format]
+quote-style = "double"
+indent-style = "space"
+
+[tool.ruff.lint.pycodestyle]
+max-line-length = 88
diff --git a/requirements-dev.txt b/requirements-dev.txt
deleted file mode 100644
index 7771ea24..00000000
--- a/requirements-dev.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-black==26.1.0
-cmeel==0.59.0
-flake8~=6.1.0
-isort==5.10.1
-numpy~=1.20
-pip
-scipy~=1.0
-typing_extensions>=4,<5
diff --git a/tests/check-demo-stubs-generation.sh b/tests/check-demo-stubs-generation.sh
index fd2fbbe0..d7354652 100755
--- a/tests/check-demo-stubs-generation.sh
+++ b/tests/check-demo-stubs-generation.sh
@@ -2,8 +2,6 @@
 
 set -e
 
-PYTHON_EXECUTABLE=$(python -c 'import sys; print(sys.executable)')
-
 resolve_path() {
   local path="$1"
 
@@ -55,7 +53,7 @@ remove_stubs() {
 }
 
 run_stubgen() {
-  ${PYTHON_EXECUTABLE} -m pybind11_stubgen \
+  uv run pybind11_stubgen \
       demo \
       --output-dir=${STUBS_DIR} \
       ${NUMPY_FORMAT} \
@@ -68,8 +66,8 @@ run_stubgen() {
 format_stubs() {
   (
     cd "${STUBS_DIR}" ;
-    black . ;
-    isort --profile=black . ;
+    uv run ruff format ./pybind11_stubgen
+    uv run ruff check --select I,RUF022 --fix . --diff
   )
 }
 
diff --git a/tests/install-demo-module.sh b/tests/install-demo-module.sh
index 8e208437..d50cc288 100755
--- a/tests/install-demo-module.sh
+++ b/tests/install-demo-module.sh
@@ -18,6 +18,7 @@ resolve_path() {
   fi
 }
 
+
 function parse_args() {
 
   CLEAR='\033[0m'
@@ -84,7 +85,7 @@ install_pydemo() {
   (
     export CMAKE_PREFIX_PATH="$(resolve_path "${INSTALL_PREFIX}"):$(cmeel cmake)";
     rm -rf ${TESTS_ROOT}/py-demo/build
-    ${PYTHON_EXECUTABLE} -m pip install --force-reinstall "${TESTS_ROOT}/py-demo"
+    uv pip install --force-reinstall "${TESTS_ROOT}/py-demo"
   )
 }
 
diff --git a/tests/stubs/python-3.11/pybind11-v2.11/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.11/pybind11-v2.11/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index 7c1d4e96..f811fc33 100644
--- a/tests/stubs/python-3.11/pybind11-v2.11/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.11/pybind11-v2.11/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -86,16 +86,12 @@ def four_row_matrix_r(
 ) -> typing.Annotated[
     numpy.ndarray, numpy.float32, pybind11_stubgen.typing_ext.DynamicSize(4, "n")
 ]: ...
-def get_matrix_int() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
-    ]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
-    ]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.11/pybind11-v2.12/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.11/pybind11-v2.12/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index 7c1d4e96..f811fc33 100644
--- a/tests/stubs/python-3.11/pybind11-v2.12/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.11/pybind11-v2.12/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -86,16 +86,12 @@ def four_row_matrix_r(
 ) -> typing.Annotated[
     numpy.ndarray, numpy.float32, pybind11_stubgen.typing_ext.DynamicSize(4, "n")
 ]: ...
-def get_matrix_int() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
-    ]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
-    ]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.11/pybind11-v2.13/numpy-array-use-type-var/demo/_bindings/eigen.pyi b/tests/stubs/python-3.11/pybind11-v2.13/numpy-array-use-type-var/demo/_bindings/eigen.pyi
index f5111a0a..0bb75933 100644
--- a/tests/stubs/python-3.11/pybind11-v2.13/numpy-array-use-type-var/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.11/pybind11-v2.13/numpy-array-use-type-var/demo/_bindings/eigen.pyi
@@ -60,13 +60,11 @@ def four_col_matrix_r(
 def four_row_matrix_r(
     arg0: numpy.ndarray[tuple[typing.Literal[4], N], numpy.dtype[numpy.float32]],
 ) -> numpy.ndarray[tuple[typing.Literal[4], N], numpy.dtype[numpy.float32]]: ...
-def get_matrix_int() -> (
-    numpy.ndarray[tuple[typing.Literal[3], typing.Literal[3]], numpy.dtype[numpy.int32]]
-): ...
-def get_vector_float64() -> (
-    numpy.ndarray[
-        tuple[typing.Literal[3], typing.Literal[1]], numpy.dtype[numpy.float64]
-    ]
-): ...
+def get_matrix_int() -> numpy.ndarray[
+    tuple[typing.Literal[3], typing.Literal[3]], numpy.dtype[numpy.int32]
+]: ...
+def get_vector_float64() -> numpy.ndarray[
+    tuple[typing.Literal[3], typing.Literal[1]], numpy.dtype[numpy.float64]
+]: ...
 def sparse_matrix_c(arg0: scipy.sparse.csc_matrix) -> scipy.sparse.csc_matrix: ...
 def sparse_matrix_r(arg0: scipy.sparse.csr_matrix) -> scipy.sparse.csr_matrix: ...
diff --git a/tests/stubs/python-3.11/pybind11-v2.13/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.11/pybind11-v2.13/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index 7c1d4e96..f811fc33 100644
--- a/tests/stubs/python-3.11/pybind11-v2.13/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.11/pybind11-v2.13/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -86,16 +86,12 @@ def four_row_matrix_r(
 ) -> typing.Annotated[
     numpy.ndarray, numpy.float32, pybind11_stubgen.typing_ext.DynamicSize(4, "n")
 ]: ...
-def get_matrix_int() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
-    ]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
-    ]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.11/pybind11-v2.9/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.11/pybind11-v2.9/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index 7c1d4e96..f811fc33 100644
--- a/tests/stubs/python-3.11/pybind11-v2.9/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.11/pybind11-v2.9/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -86,16 +86,12 @@ def four_row_matrix_r(
 ) -> typing.Annotated[
     numpy.ndarray, numpy.float32, pybind11_stubgen.typing_ext.DynamicSize(4, "n")
 ]: ...
-def get_matrix_int() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
-    ]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
-    ]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.11/pybind11-v3.0/numpy-array-use-type-var/demo/_bindings/eigen.pyi b/tests/stubs/python-3.11/pybind11-v3.0/numpy-array-use-type-var/demo/_bindings/eigen.pyi
index c7a814b2..2adeb4f1 100644
--- a/tests/stubs/python-3.11/pybind11-v3.0/numpy-array-use-type-var/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.11/pybind11-v3.0/numpy-array-use-type-var/demo/_bindings/eigen.pyi
@@ -61,11 +61,11 @@ def four_col_matrix_r(
 def four_row_matrix_r(
     arg0: typing.Annotated[numpy.typing.ArrayLike, numpy.float32, "[4, n]"],
 ) -> typing.Annotated[numpy.typing.NDArray[numpy.float32], "[4, n]"]: ...
-def get_matrix_int() -> (
-    typing.Annotated[numpy.typing.NDArray[numpy.int32], "[3, 3]"]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[numpy.typing.NDArray[numpy.float64], "[3, 1]"]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.typing.NDArray[numpy.int32], "[3, 3]"
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.typing.NDArray[numpy.float64], "[3, 1]"
+]: ...
 def sparse_matrix_c(arg0: scipy.sparse.csc_matrix) -> scipy.sparse.csc_matrix: ...
 def sparse_matrix_r(arg0: scipy.sparse.csr_matrix) -> scipy.sparse.csr_matrix: ...
diff --git a/tests/stubs/python-3.11/pybind11-v3.0/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.11/pybind11-v3.0/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index afe7ccb3..1bf5cd79 100644
--- a/tests/stubs/python-3.11/pybind11-v3.0/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.11/pybind11-v3.0/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -61,12 +61,12 @@ def four_col_matrix_r(
 def four_row_matrix_r(
     arg0: typing.Annotated[numpy.typing.ArrayLike, numpy.float32, "[4, n]"],
 ) -> typing.Annotated[numpy.typing.NDArray[numpy.float32], "[4, n]"]: ...
-def get_matrix_int() -> (
-    typing.Annotated[numpy.typing.NDArray[numpy.int32], "[3, 3]"]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[numpy.typing.NDArray[numpy.float64], "[3, 1]"]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.typing.NDArray[numpy.int32], "[3, 3]"
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.typing.NDArray[numpy.float64], "[3, 1]"
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.12/pybind11-v2.11/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.12/pybind11-v2.11/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index 7c1d4e96..f811fc33 100644
--- a/tests/stubs/python-3.12/pybind11-v2.11/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.12/pybind11-v2.11/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -86,16 +86,12 @@ def four_row_matrix_r(
 ) -> typing.Annotated[
     numpy.ndarray, numpy.float32, pybind11_stubgen.typing_ext.DynamicSize(4, "n")
 ]: ...
-def get_matrix_int() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
-    ]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
-    ]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.12/pybind11-v2.12/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.12/pybind11-v2.12/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index 7c1d4e96..f811fc33 100644
--- a/tests/stubs/python-3.12/pybind11-v2.12/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.12/pybind11-v2.12/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -86,16 +86,12 @@ def four_row_matrix_r(
 ) -> typing.Annotated[
     numpy.ndarray, numpy.float32, pybind11_stubgen.typing_ext.DynamicSize(4, "n")
 ]: ...
-def get_matrix_int() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
-    ]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
-    ]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.12/pybind11-v2.13/numpy-array-use-type-var/demo/_bindings/eigen.pyi b/tests/stubs/python-3.12/pybind11-v2.13/numpy-array-use-type-var/demo/_bindings/eigen.pyi
index f5111a0a..0bb75933 100644
--- a/tests/stubs/python-3.12/pybind11-v2.13/numpy-array-use-type-var/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.12/pybind11-v2.13/numpy-array-use-type-var/demo/_bindings/eigen.pyi
@@ -60,13 +60,11 @@ def four_col_matrix_r(
 def four_row_matrix_r(
     arg0: numpy.ndarray[tuple[typing.Literal[4], N], numpy.dtype[numpy.float32]],
 ) -> numpy.ndarray[tuple[typing.Literal[4], N], numpy.dtype[numpy.float32]]: ...
-def get_matrix_int() -> (
-    numpy.ndarray[tuple[typing.Literal[3], typing.Literal[3]], numpy.dtype[numpy.int32]]
-): ...
-def get_vector_float64() -> (
-    numpy.ndarray[
-        tuple[typing.Literal[3], typing.Literal[1]], numpy.dtype[numpy.float64]
-    ]
-): ...
+def get_matrix_int() -> numpy.ndarray[
+    tuple[typing.Literal[3], typing.Literal[3]], numpy.dtype[numpy.int32]
+]: ...
+def get_vector_float64() -> numpy.ndarray[
+    tuple[typing.Literal[3], typing.Literal[1]], numpy.dtype[numpy.float64]
+]: ...
 def sparse_matrix_c(arg0: scipy.sparse.csc_matrix) -> scipy.sparse.csc_matrix: ...
 def sparse_matrix_r(arg0: scipy.sparse.csr_matrix) -> scipy.sparse.csr_matrix: ...
diff --git a/tests/stubs/python-3.12/pybind11-v2.13/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.12/pybind11-v2.13/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index 7c1d4e96..f811fc33 100644
--- a/tests/stubs/python-3.12/pybind11-v2.13/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.12/pybind11-v2.13/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -86,16 +86,12 @@ def four_row_matrix_r(
 ) -> typing.Annotated[
     numpy.ndarray, numpy.float32, pybind11_stubgen.typing_ext.DynamicSize(4, "n")
 ]: ...
-def get_matrix_int() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
-    ]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
-    ]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.12/pybind11-v2.9/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.12/pybind11-v2.9/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index 7c1d4e96..f811fc33 100644
--- a/tests/stubs/python-3.12/pybind11-v2.9/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.12/pybind11-v2.9/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -86,16 +86,12 @@ def four_row_matrix_r(
 ) -> typing.Annotated[
     numpy.ndarray, numpy.float32, pybind11_stubgen.typing_ext.DynamicSize(4, "n")
 ]: ...
-def get_matrix_int() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
-    ]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[
-        numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
-    ]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.ndarray, numpy.int32, pybind11_stubgen.typing_ext.FixedSize(3, 3)
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.ndarray, numpy.float64, pybind11_stubgen.typing_ext.FixedSize(3, 1)
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/tests/stubs/python-3.12/pybind11-v3.0/numpy-array-use-type-var/demo/_bindings/eigen.pyi b/tests/stubs/python-3.12/pybind11-v3.0/numpy-array-use-type-var/demo/_bindings/eigen.pyi
index c7a814b2..2adeb4f1 100644
--- a/tests/stubs/python-3.12/pybind11-v3.0/numpy-array-use-type-var/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.12/pybind11-v3.0/numpy-array-use-type-var/demo/_bindings/eigen.pyi
@@ -61,11 +61,11 @@ def four_col_matrix_r(
 def four_row_matrix_r(
     arg0: typing.Annotated[numpy.typing.ArrayLike, numpy.float32, "[4, n]"],
 ) -> typing.Annotated[numpy.typing.NDArray[numpy.float32], "[4, n]"]: ...
-def get_matrix_int() -> (
-    typing.Annotated[numpy.typing.NDArray[numpy.int32], "[3, 3]"]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[numpy.typing.NDArray[numpy.float64], "[3, 1]"]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.typing.NDArray[numpy.int32], "[3, 3]"
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.typing.NDArray[numpy.float64], "[3, 1]"
+]: ...
 def sparse_matrix_c(arg0: scipy.sparse.csc_matrix) -> scipy.sparse.csc_matrix: ...
 def sparse_matrix_r(arg0: scipy.sparse.csr_matrix) -> scipy.sparse.csr_matrix: ...
diff --git a/tests/stubs/python-3.12/pybind11-v3.0/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi b/tests/stubs/python-3.12/pybind11-v3.0/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
index afe7ccb3..1bf5cd79 100644
--- a/tests/stubs/python-3.12/pybind11-v3.0/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
+++ b/tests/stubs/python-3.12/pybind11-v3.0/numpy-array-wrap-with-annotated/demo/_bindings/eigen.pyi
@@ -61,12 +61,12 @@ def four_col_matrix_r(
 def four_row_matrix_r(
     arg0: typing.Annotated[numpy.typing.ArrayLike, numpy.float32, "[4, n]"],
 ) -> typing.Annotated[numpy.typing.NDArray[numpy.float32], "[4, n]"]: ...
-def get_matrix_int() -> (
-    typing.Annotated[numpy.typing.NDArray[numpy.int32], "[3, 3]"]
-): ...
-def get_vector_float64() -> (
-    typing.Annotated[numpy.typing.NDArray[numpy.float64], "[3, 1]"]
-): ...
+def get_matrix_int() -> typing.Annotated[
+    numpy.typing.NDArray[numpy.int32], "[3, 3]"
+]: ...
+def get_vector_float64() -> typing.Annotated[
+    numpy.typing.NDArray[numpy.float64], "[3, 1]"
+]: ...
 def sparse_matrix_c(
     arg0: typing.Annotated[scipy.sparse.csc_matrix, numpy.float32],
 ) -> typing.Annotated[scipy.sparse.csc_matrix, numpy.float32]: ...
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 00000000..3937d270
--- /dev/null
+++ b/uv.lock
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