ComPWA · redeboer · Feb 24, 2026 · Feb 23, 2026 · Feb 23, 2026 · Feb 24, 2026
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
@@ -1,6 +1,7 @@
 ci:
   autofix_commit_msg: "MAINT: implement pre-commit autofixes"
   autoupdate_commit_msg: "MAINT: upgrade lock files"
+  autoupdate_schedule: quarterly
   skip:
     - check-jsonschema
     - ty
@@ -13,7 +14,7 @@ repos:
       - id: check-useless-excludes
 
   - repo: https://github.com/ComPWA/policy
-    rev: 0.8.3
+    rev: 0.8.7
     hooks:
       - id: check-dev-files
         args:
@@ -30,7 +31,7 @@ repos:
       - id: strip-nb-whitespace
 
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.9.0
+    rev: 0.9.1
     hooks:
       - id: nbstripout
         args:
@@ -58,7 +59,7 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.1
+    rev: v0.15.2
     hooks:
       - id: ruff-check
         args: [--fix]
@@ -125,7 +126,7 @@ repos:
         pass_filenames: false
 
   - repo: https://github.com/streetsidesoftware/cspell-cli
-    rev: v9.6.0
+    rev: v9.7.0
     hooks:
       - id: cspell
 
@@ -146,12 +147,11 @@ repos:
         name: ty
         entry: ty check
         args: [--no-progress, --output-format=concise]
-        pass_filenames: false
         require_serial: true
         language: system
         types_or: [python, pyi, jupyter]
 
   - repo: https://github.com/astral-sh/uv-pre-commit
-    rev: 0.10.3
+    rev: 0.10.5
     hooks:
       - id: uv-lock
diff --git a/docs/amplitude.ipynb b/docs/amplitude.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Formulate amplitude model\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/amplitude/formalism.ipynb b/docs/amplitude/formalism.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Helicity versus canonical\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/amplitude/interactive.ipynb b/docs/amplitude/interactive.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Inspect model interactively\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/amplitude/modify.ipynb b/docs/amplitude/modify.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Modify amplitude model\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/amplitude/spin-alignment.ipynb b/docs/amplitude/spin-alignment.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Spin alignment\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/amplitude/symmetrization.ipynb b/docs/amplitude/symmetrization.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Amplitude symmetrization\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/analyticity/integration-algorithms.ipynb b/docs/analyticity/integration-algorithms.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Numerical integration\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/analyticity/phasespace-factor-widget.ipynb b/docs/analyticity/phasespace-factor-widget.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Phase space factor widget\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/analyticity/phasespace-factors.ipynb b/docs/analyticity/phasespace-factors.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Phase space factor definitions\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/analyticity/riemann-sheets.ipynb b/docs/analyticity/riemann-sheets.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Continuation into other Riemann sheets\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/dynamics.ipynb b/docs/dynamics.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Dynamics\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/dynamics/custom.ipynb b/docs/dynamics/custom.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Custom dynamics\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/dynamics/k-matrix.ipynb b/docs/dynamics/k-matrix.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# K-matrix\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```\n",
+    ":::{autolink-concat}\n",
+    ":::\n",
     "\n",
     "<!-- cspell:ignore amma -->"
    ]

diff --git a/docs/index.ipynb b/docs/index.ipynb
@@ -14,9 +14,8 @@
     ":::{title} Welcome\n",
     ":::\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```\n",
+    ":::{autolink-concat}\n",
+    ":::\n",
     "\n",
     "[![10.5281/zenodo.5526648](https://zenodo.org/badge/doi/10.5281/zenodo.5526648.svg)](https://doi.org/10.5281/zenodo.5526648)\n",
     "[![Supported Python versions](https://img.shields.io/pypi/pyversions/ampform)](https://pypi.org/project/ampform)\n",

diff --git a/docs/kinematics.ipynb b/docs/kinematics.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# Kinematics\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/docs/sympy.ipynb b/docs/sympy.ipynb
@@ -6,9 +6,8 @@
    "source": [
     "# SymPy helper functions\n",
     "\n",
-    "```{autolink-concat}\n",
-    "\n",
-    "```"
+    ":::{autolink-concat}\n",
+    ":::"
    ]
   },
   {

diff --git a/pyproject.toml b/pyproject.toml
@@ -490,6 +490,7 @@ split-on-trailing-comma = false
     "PLC2701",
     "PLR2004",
     "PLR6301",
+    "RUF069",
     "S101",
     "SLF001",
     "T20",
@@ -523,6 +524,7 @@ split-on-trailing-comma = false
     "PLR0917",
     "PLR2004",
     "PLR6301",
+    "RUF069",
     "S101",
     "SLF001",
     "T20",

diff --git a/src/ampform/sympy/__init__.py b/src/ampform/sympy/__init__.py
@@ -333,7 +333,7 @@ def rename_symbols(
     free_symbols = cast("set[sp.Symbol]", expression.free_symbols)
     if callable(renames):
         for old_symbol in free_symbols:
-            new_name = renames(old_symbol.name)
+            new_name = renames(old_symbol.name)  # ty:ignore[call-top-callable]
             new_symbol = sp.Symbol(new_name, **old_symbol.assumptions0)
             substitutions[old_symbol] = new_symbol
     elif isinstance(renames, dict):

diff --git a/tests/dynamics/test_builder.py b/tests/dynamics/test_builder.py
@@ -43,7 +43,7 @@ def test_simple_breit_wigner(
         s = variable_set.incoming_state_mass**2
         m0 = sp.Symbol("m_{N}", nonnegative=True)
         w0 = sp.Symbol(R"\Gamma_{N}", nonnegative=True)
-        assert bw == w0 * m0 / (-sp.I * w0 * m0 - s + m0**2)  # noqa: RUF069
+        assert bw == w0 * m0 / (-sp.I * w0 * m0 - s + m0**2)
         assert set(parameters) == {m0, w0}
         assert parameters[m0] == particle.mass
         assert parameters[w0] == particle.width
@@ -79,7 +79,7 @@ def test_breit_wigner_with_energy_dependent_width(
         w = EnergyDependentWidth(
             s, m0, w0, m_a=m1, m_b=m2, angular_momentum=ang_mom, meson_radius=d
         )
-        assert bw == w0 * m0 / (-sp.I * w * m0 - s + m0**2)  # noqa: RUF069
+        assert bw == w0 * m0 / (-sp.I * w * m0 - s + m0**2)
         assert set(parameters) == {m0, w0, d}
         assert parameters[m0] == particle.mass
         assert parameters[w0] == particle.width

diff --git a/tests/dynamics/test_dynamics.py b/tests/dynamics/test_dynamics.py
@@ -191,7 +191,7 @@ def round_nested(expression: sp.Expr, n_decimals: int) -> sp.Expr:
     for node in sp.preorder_traversal(expression):
         if node.free_symbols:
             continue
-        if isinstance(node, sp.Pow) and node.args[1] == 1 / 2:  # noqa: RUF069
+        if isinstance(node, sp.Pow) and node.args[1] == 1 / 2:
             no_sqrt_expr = no_sqrt_expr.xreplace({node: node.n()})
     rounded_expr = no_sqrt_expr
     for node in sp.preorder_traversal(no_sqrt_expr):

diff --git a/tests/helicity/test_helicity.py b/tests/helicity/test_helicity.py
@@ -88,14 +88,14 @@ def test_formulate(
 
         if reaction.formalism == "canonical-helicity":
             assert (
-                no_dynamics  # noqa: RUF069
+                no_dynamics
                 == 0.8 * sp.sqrt(10) * sp.cos(theta) ** 2
                 + 4.4 * sp.cos(theta) ** 2
                 + 0.8 * sp.sqrt(10)
                 + 4.4
             )
         else:
-            assert no_dynamics == 8.0 - 4.0 * sp.sin(theta) ** 2  # noqa: RUF069
+            assert no_dynamics == 8.0 - 4.0 * sp.sin(theta) ** 2
 
     def test_stable_final_state_ids(self, reaction: ReactionInfo):
         builder: HelicityAmplitudeBuilder = get_builder(reaction)

diff --git a/tests/sympy/test_integral.py b/tests/sympy/test_integral.py
@@ -40,7 +40,7 @@ def test_real_value_function(
         assert integral_expr.configuration == configuration
         assert integral_expr.dummify is dummify
         func = sp.lambdify([], integral_expr, backend)
-        assert func() == 26 / 3  # noqa: RUF069
+        assert func() == 26 / 3
 
     @pytest.mark.parametrize(
         ("p_value", "expected"),

diff --git a/tests/sympy/test_math.py b/tests/sympy/test_math.py
@@ -39,7 +39,7 @@ def test_lambdify(self, backend: str, real: bool):
         x = sp.Symbol("x", real=real)
         expression = ComplexSqrt(x)
         lambdified = sp.lambdify(x, expression, backend)
-        assert lambdified(np.array(-1)) == 1j  # noqa: RUF069
+        assert lambdified(np.array(-1)) == 1j
 
     @pytest.mark.parametrize(
         ("input_value", "expected"),