diff --git a/.gitpod.yml b/.gitpod.yml
index f74de0a4..abc3e5cc 100644
--- a/.gitpod.yml
+++ b/.gitpod.yml
@@ -23,7 +23,6 @@ vscode:
     - github.vscode-github-actions
     - github.vscode-pull-request-github
     - joaompinto.vscode-graphviz
-    - ms-python.black-formatter
     - ms-python.mypy-type-checker
     - ms-python.python
     - ms-python.vscode-pylance
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index bb362378..4ff44cb0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -40,7 +40,7 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/ComPWA/policy
-    rev: 0.2.4
+    rev: 0.2.5
     hooks:
       - id: check-dev-files
         args:
@@ -58,6 +58,15 @@ repos:
           - --additional-packages=IPython
           - --extras-require=doc,viz
 
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.2.1
+    hooks:
+      - id: ruff
+        args: [--fix]
+        types_or: [python, pyi, jupyter]
+      - id: ruff-format
+        types_or: [python, pyi, jupyter]
+
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v4.5.0
     hooks:
@@ -81,19 +90,6 @@ repos:
         args: ["--django"]
       - id: trailing-whitespace
 
-  - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 24.1.1
-    hooks:
-      - id: black
-      - id: black-jupyter
-        args: [--line-length=85]
-        types_or: [jupyter]
-
-  - repo: https://github.com/asottile/blacken-docs
-    rev: 1.16.0
-    hooks:
-      - id: blacken-docs
-
   - repo: https://github.com/pre-commit/mirrors-prettier
     rev: v4.0.0-alpha.8
     hooks:
@@ -154,10 +150,3 @@ repos:
     rev: v1.1.350
     hooks:
       - id: pyright
-
-  - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.2.1
-    hooks:
-      - id: ruff
-        args: [--fix]
-        types_or: [python, pyi, jupyter]
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index 2e319018..a021dd4e 100644
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -9,7 +9,6 @@
     "github.vscode-github-actions",
     "github.vscode-pull-request-github",
     "joaompinto.vscode-graphviz",
-    "ms-python.black-formatter",
     "ms-python.mypy-type-checker",
     "ms-python.python",
     "ms-python.vscode-pylance",
@@ -27,6 +26,7 @@
     "bungcip.better-toml",
     "davidanson.vscode-markdownlint",
     "garaioag.garaio-vscode-unwanted-recommendations",
+    "ms-python.black-formatter",
     "ms-python.flake8",
     "ms-python.isort",
     "ms-python.pylint",
diff --git a/.vscode/settings.json b/.vscode/settings.json
index c807f0c8..5610dec3 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -19,13 +19,12 @@
     "editor.codeActionsOnSave": {
       "source.organizeImports": "explicit"
     },
-    "editor.defaultFormatter": "ms-python.black-formatter",
+    "editor.defaultFormatter": "charliermarsh.ruff",
     "editor.rulers": [88]
   },
   "[yaml]": {
     "editor.defaultFormatter": "esbenp.prettier-vscode"
   },
-  "black-formatter.importStrategy": "fromEnvironment",
   "coverage-gutters.coverageFileNames": ["coverage.xml"],
   "coverage-gutters.coverageReportFileName": "**/htmlcov/index.html",
   "coverage-gutters.showGutterCoverage": false,
diff --git a/README.md b/README.md
index 8c583494..09e719ff 100644
--- a/README.md
+++ b/README.md
@@ -20,7 +20,6 @@
 [![Codacy Badge](https://api.codacy.com/project/badge/Grade/deeee5b9e2bb4b3daa655942c71e17da)](https://www.codacy.com/gh/ComPWA/qrules)
 [![Spelling checked](https://img.shields.io/badge/cspell-checked-brightgreen.svg)](https://github.com/streetsidesoftware/cspell/tree/master/packages/cspell)
 [![code style: prettier](https://img.shields.io/badge/code_style-prettier-ff69b4.svg?style=flat-square)](https://github.com/prettier/prettier)
-[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 [![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
 
 QRules is a Python package for **validating and generating particle reactions** using
diff --git a/docs/usage/particle.ipynb b/docs/usage/particle.ipynb
index 14a62c42..4cb16ace 100644
--- a/docs/usage/particle.ipynb
+++ b/docs/usage/particle.ipynb
@@ -205,10 +205,8 @@
    "source": [
     "from IPython.display import Math\n",
     "\n",
-    "sigmas = particle_db.filter(\n",
-    "    lambda p: p.name.startswith(\"Sigma\") and p.charmness == 1\n",
-    ")\n",
-    "Math(\", \".join([p.latex for p in sigmas]))"
+    "sigmas = particle_db.filter(lambda p: p.name.startswith(\"Sigma\") and p.charmness == 1)\n",
+    "Math(\", \".join(p.latex for p in sigmas))"
    ]
   },
   {
diff --git a/pyproject.toml b/pyproject.toml
index 4428f4e1..36579625 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,32 +8,6 @@ requires = [
 [tool.setuptools_scm]
 write_to = "src/qrules/version.py"
 
-[tool.black]
-exclude = '''
-/(
-    .*\.egg-info
-    | .*build
-    | \.eggs
-    | \.git
-    | \.pytest_cache
-    | \.tox
-    | \.venv
-    | \.vscode
-    | dist
-)/
-'''
-include = '\.pyi?$'
-preview = true
-target-version = [
-    "py310",
-    "py311",
-    "py312",
-    "py36",
-    "py37",
-    "py38",
-    "py39",
-]
-
 [tool.coverage.run]
 branch = true
 source = ["src"]
@@ -150,7 +124,11 @@ filterwarnings = [
     "ignore:unclosed .*:ResourceWarning",
 ]
 markers = ["slow: marks tests as slow (deselect with '-m \"not slow\"')"]
-norecursedirs = ["_build"]
+norecursedirs = [
+    ".ipynb_checkpoints",
+    ".virtual_documents",
+    "_build",
+]
 testpaths = [
     "docs",
     "src",
@@ -168,6 +146,10 @@ src = [
 ]
 target-version = "py37"
 
+[tool.ruff.format]
+docstring-code-format = true
+line-ending = "lf"
+
 [tool.ruff.lint]
 extend-select = [
     "A",
@@ -211,6 +193,7 @@ ignore = [
     "D407",
     "D416",
     "E501",
+    "ISC001",
     "PLR0913",
     "PLR2004",
     "PLR5501",
diff --git a/setup.cfg b/setup.cfg
index f9b8914b..c531ccc2 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -87,23 +87,21 @@ test =
     pytest-cov
     pytest-profiling
     pytest-xdist
-format =
-    black
-mypy =
-    mypy >=0.730  # attrs and error code support
+types =
+    ipython
+    pydot <2  # problem with pydot.graph_from_dot_data
+    pytest
     sphinx-api-relink >=0.0.4; python_version >="3.7.0"
     sphobjinv
     types-PyYAML
     types-setuptools
-lint =
-    %(mypy)s
-    ruff; python_version >="3.7.0"
 sty =
-    %(format)s
-    %(lint)s
-    %(test)s  # for pytest type hints
+    %(types)s
+    mypy >=0.730  # attrs and error code support
     pre-commit >=1.4.0
+    ruff; python_version >="3.7.0"
 jupyter =
+    black
     ipywidgets
     isort
     jupyterlab
diff --git a/src/qrules/io/_dot.py b/src/qrules/io/_dot.py
index 1bdc448b..bf3ebaef 100644
--- a/src/qrules/io/_dot.py
+++ b/src/qrules/io/_dot.py
@@ -58,10 +58,12 @@ class GraphPrinter:
         converter=_create_default_figure_style, default=None
     )
     edge_style: Dict[str, Any] = field(
-        converter=default_if_none(factory=dict), default=None  # type: ignore[misc]
+        converter=default_if_none(factory=dict),  # type: ignore[misc]
+        default=None,
     )
     node_style: Dict[str, Any] = field(
-        converter=default_if_none(factory=dict), default=None  # type: ignore[misc]
+        converter=default_if_none(factory=dict),  # type: ignore[misc]
+        default=None,
     )
     indent: int = 4
 
diff --git a/src/qrules/settings.py b/src/qrules/settings.py
index 05cc64f8..3873cbc4 100644
--- a/src/qrules/settings.py
+++ b/src/qrules/settings.py
@@ -211,9 +211,10 @@ def create_interaction_settings(  # noqa: PLR0917
     )
 
     strong_node_settings = deepcopy(em_node_settings)
-    strong_node_settings.conservation_rules.update(
-        {isospin_conservation, g_parity_conservation}
-    )
+    strong_node_settings.conservation_rules.update({
+        isospin_conservation,
+        g_parity_conservation,
+    })
 
     strong_node_settings.interaction_strength = 60
     strong_edge_settings = deepcopy(em_edge_settings)
diff --git a/src/qrules/solving.py b/src/qrules/solving.py
index 00835a0b..d2c3438d 100644
--- a/src/qrules/solving.py
+++ b/src/qrules/solving.py
@@ -515,7 +515,7 @@ def find_solutions(self, problem_set: QNProblemSet) -> QNResult:  # noqa: C901
                     validate_full_solution(
                         QNProblemSet(
                             initial_facts=MutableTransition(
-                                topology, states, interactions  # type: ignore[arg-type]
+                                topology, states, interactions
                             ),
                             solving_settings=MutableTransition(
                                 topology,
@@ -810,9 +810,7 @@ def rule_passes(self) -> Dict[Tuple[int, Rule], int]:
 _QNType = TypeVar("_QNType", EdgeQuantumNumber, NodeQuantumNumber)
 
 
-class _GraphElementConstraint(
-    Generic[_QNType], Constraint  # pyright: ignore[reportUntypedBaseClass]
-):
+class _GraphElementConstraint(Generic[_QNType], Constraint):
     """Wrapper class of the python-constraint Constraint class.
 
     This allows a customized definition of conservation rules, and hence a cleaner user
diff --git a/src/qrules/topology.py b/src/qrules/topology.py
index 2fad0463..b8f9797b 100644
--- a/src/qrules/topology.py
+++ b/src/qrules/topology.py
@@ -661,10 +661,12 @@ def _extend_graph(
                 # remove all combinations that originate from the same nodes
                 for comb1, comb2 in itertools.combinations(combis, 2):
                     if get_originating_node_list(
-                        topology, comb1  # type: ignore[arg-type]
+                        topology,  # type: ignore[arg-type]
+                        comb1,
                     ) == get_originating_node_list(
-                        topology, comb2  # type: ignore[arg-type]
-                    ):  # type: ignore[arg-type]
+                        topology,  # type: ignore[arg-type]
+                        comb2,
+                    ):
                         combis.remove(comb2)
 
                 for combi in combis:
@@ -725,8 +727,8 @@ def create_n_body_topology(
 
     Example:
         >>> topology = create_n_body_topology(
-        ...    number_of_initial_states=2,
-        ...    number_of_final_states=5,
+        ...     number_of_initial_states=2,
+        ...     number_of_final_states=5,
         ... )
         >>> topology
         Topology(nodes=..., edges...)
@@ -739,14 +741,12 @@ def create_n_body_topology(
     """
     n_in = number_of_initial_states
     n_out = number_of_final_states
-    builder = SimpleStateTransitionTopologyBuilder(
-        [
-            InteractionNode(
-                number_of_ingoing_edges=n_in,
-                number_of_outgoing_edges=n_out,
-            )
-        ]
-    )
+    builder = SimpleStateTransitionTopologyBuilder([
+        InteractionNode(
+            number_of_ingoing_edges=n_in,
+            number_of_outgoing_edges=n_out,
+        )
+    ])
     topologies = builder.build(
         number_of_initial_edges=n_in,
         number_of_final_edges=n_out,
diff --git a/src/qrules/transition.py b/src/qrules/transition.py
index 4f0d161c..e6cf30d3 100644
--- a/src/qrules/transition.py
+++ b/src/qrules/transition.py
@@ -204,9 +204,7 @@ def to_qn_problem_set(self) -> QNProblemSet:
             for k, v in self.initial_facts.states.items()
         }
         return QNProblemSet(
-            initial_facts=MutableTransition(
-                self.topology, states, interactions  # type: ignore[arg-type]
-            ),
+            initial_facts=MutableTransition(self.topology, states, interactions),
             solving_settings=self.solving_settings,
         )
 
@@ -242,7 +240,9 @@ def __init__(  # noqa: C901, PLR0912, PLR0917
         final_state: Sequence[StateDefinition],
         particle_db: Optional[ParticleCollection] = None,
         allowed_intermediate_particles: Optional[List[str]] = None,
-        interaction_type_settings: Optional[Dict[InteractionType, Tuple[EdgeSettings, NodeSettings]]] = None,  # type: ignore[assignment]
+        interaction_type_settings: Optional[
+            Dict[InteractionType, Tuple[EdgeSettings, NodeSettings]]
+        ] = None,
         formalism: str = "helicity",
         topology_building: str = "isobar",
         solving_mode: SolvingMode = SolvingMode.FAST,
diff --git a/tests/channels/test_nbody_reactions.py b/tests/channels/test_nbody_reactions.py
index 186a1178..501324c1 100644
--- a/tests/channels/test_nbody_reactions.py
+++ b/tests/channels/test_nbody_reactions.py
@@ -32,11 +32,13 @@ def reduce_violated_rules(
         ),
         (
             (["eta"], ["pi+", "pi-"]),
-            {(
-                "c_parity_conservation",
-                "parity_conservation",
-                "spin_magnitude_conservation",
-            )},
+            {
+                (
+                    "c_parity_conservation",
+                    "parity_conservation",
+                    "spin_magnitude_conservation",
+                )
+            },
         ),
         (
             (["Sigma0"], ["Lambda", "pi0"]),
diff --git a/tests/unit/test_particle.py b/tests/unit/test_particle.py
index 60e3bcdf..5f81df77 100644
--- a/tests/unit/test_particle.py
+++ b/tests/unit/test_particle.py
@@ -62,7 +62,8 @@ def test_exceptions(self):
         with pytest.raises(FrozenInstanceError):
             test_state.charge = 1  # type: ignore[misc]
         with pytest.raises(
-            ValueError, match=r"Fails Gell-Mann–Nishijima"  # noqa: RUF001
+            ValueError,
+            match=r"Fails Gell-Mann–Nishijima",  # noqa: RUF001
         ):
             Particle(
                 name="Fails Gell-Mann–Nishijima formula",  # noqa: RUF001