diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 446bf8d..548f120 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -12,7 +12,7 @@ repos:
       - id: check-useless-excludes
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v4.5.0
     hooks:
       - id: check-ast
       - id: check-case-conflict
@@ -26,15 +26,36 @@ repos:
       - id: trailing-whitespace
 
   - repo: https://github.com/psf/black
-    rev: 23.3.0
+    rev: 23.9.1
     hooks:
       - id: black
+      - id: black-jupyter
+        args: [--line-length=85]
+        types_or: [jupyter]
+
+  - repo: https://github.com/ComPWA/repo-maintenance
+    rev: 0.1.0
+    hooks:
+      - id: colab-toc-visible
+      - id: check-dev-files
+        args:
+          - --no-github-actions
+          - --no-gitpod
+          - --no-prettierrc
+          - --no-pypi
+          - --no-ruff
+          - --repo-name=jax-mini-benchmark
 
   - repo: https://github.com/editorconfig-checker/editorconfig-checker.python
     rev: 2.7.2
     hooks:
       - id: editorconfig-checker
-        name: editorconfig-checker
+        name: editorconfig
+        alias: ec
+        exclude: >-
+          (?x)^(
+            .*\.py
+          )$
 
   - repo: https://github.com/pycqa/isort
     rev: 5.12.0
@@ -42,30 +63,37 @@ repos:
       - id: isort
 
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v3.0.0
+    rev: v3.0.3
     hooks:
       - id: prettier
 
   - repo: https://github.com/ComPWA/mirrors-pyright
-    rev: v1.1.316
+    rev: v1.1.330
     hooks:
       - id: pyright
 
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.9.0
+    rev: v3.15.0
     hooks:
       - id: pyupgrade
         args:
           - --py37-plus
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.0.277
+    rev: v0.0.292
     hooks:
       - id: ruff
         args:
           - --fix
 
   - repo: https://github.com/ComPWA/mirrors-taplo
-    rev: v0.8.0
+    rev: v0.8.1
     hooks:
       - id: taplo
+
+  - repo: https://github.com/pappasam/toml-sort
+    rev: v0.23.1
+    hooks:
+      - id: toml-sort
+        args:
+          - --in-place
diff --git a/.prettierignore b/.prettierignore
new file mode 100644
index 0000000..6b1d0bf
--- /dev/null
+++ b/.prettierignore
@@ -0,0 +1 @@
+LICENSE
diff --git a/.taplo.toml b/.taplo.toml
index bcd3669..0db1df7 100644
--- a/.taplo.toml
+++ b/.taplo.toml
@@ -1,9 +1,12 @@
 [formatting]
+align_comments = false
 align_entries = false
+allowed_blank_lines = 1
 array_auto_collapse = false
 array_auto_expand = true
 array_trailing_comma = true
 column_width = 88
+compact_inline_tables = true
 indent_string = "    "
 reorder_arrays = true
 reorder_keys = true
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index b4d6265..fbeb4b8 100644
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -11,14 +11,18 @@
     "ms-toolsai.jupyter",
     "ms-toolsai.jupyter-keymap",
     "ms-toolsai.jupyter-renderers",
+    "stkb.rewrap",
     "tamasfe.even-better-toml",
     "tyriar.sort-lines",
     "yzhang.markdown-all-in-one"
   ],
   "unwantedRecommendations": [
+    "bungcip.better-toml",
+    "davidanson.vscode-markdownlint",
     "ms-python.flake8",
     "ms-python.isort",
     "ms-python.mypy-type-checker",
-    "ms-python.pylint"
+    "ms-python.pylint",
+    "travisillig.vscode-json-stable-stringify"
   ]
 }
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 8b24c13..4dc84f1 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,12 +1,19 @@
 {
+  "[git-commit]": {
+    "editor.rulers": [72],
+    "rewrap.wrappingColumn": 72
+  },
   "[python]": {
     "editor.codeActionsOnSave": {
       "source.organizeImports": true
-    }
+    },
+    "editor.defaultFormatter": "ms-python.black-formatter",
+    "editor.rulers": [88]
   },
+  "black-formatter.importStrategy": "fromEnvironment",
   "editor.formatOnSave": true,
   "python.analysis.typeCheckingMode": "strict",
-  "python.formatting.provider": "black",
+  "rewrap.wrappingColumn": 88,
   "ruff.enable": true,
   "ruff.importStrategy": "fromEnvironment"
 }
diff --git a/README.md b/README.md
index 77f8154..7cd98ad 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,7 @@
 # Mini benchmark for JAX
 
+[![code style: prettier](https://img.shields.io/badge/code_style-prettier-ff69b4.svg?style=flat-square)](https://github.com/prettier/prettier)
+
 This package provides a set of benchmark scripts that can be used to profile JAX performance on a varying number of CPU cores. JAX does not provide control over the number of cores it uses, so a common trick is to work do this with [`taskset`](https://man7.org/linux/man-pages/man1/taskset.1.html).
 
 The benchmarks can be run by installing the package with [`pip`](https://pypi.org/project/pip) and running it as follows:
diff --git a/pyproject.toml b/pyproject.toml
index 5be28cc..8f6782d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,6 +6,9 @@ requires = [
 ]
 
 [project]
+authors = [
+    {name = "Common Partial Wave Analysis", email = "compwa-admin@ep1.rub.de"},
+]
 classifiers = [
     "Development Status :: 3 - Alpha",
     "Intended Audience :: Developers",
@@ -42,12 +45,11 @@ keywords = [
     "physics",
     "tensorflow",
 ]
-license = { file = "LICENSE" }
+license = {file = "LICENSE"}
 maintainers = [
-    { name = "Common Partial Wave Analysis", email = "compwa-admin@ep1.rub.de" },
+    {name = "Common Partial Wave Analysis", email = "compwa-admin@ep1.rub.de"},
 ]
 name = "jax-mini-benchmark"
-readme = "README.md"
 requires-python = ">=3.7"
 
 [project.optional-dependencies]
@@ -58,6 +60,10 @@ sty = [
     "ruff",
 ]
 
+[project.readme]
+content-type = "text/markdown"
+file = "README.md"
+
 [project.scripts]
 benchmark-jax = "jax_benchmark:main"
 benchmark-jax-dot-product = "jax_benchmark.dot_product:main"
@@ -67,6 +73,15 @@ Documentation = "https://github.com/ComPWA/jax-mini-benchmark"
 Source = "https://github.com/ComPWA/jax-mini-benchmark"
 Tracker = "https://github.com/ComPWA/jax-mini-benchmark/issues"
 
+[tool.setuptools.package-data]
+jax_benchmark = ["py.typed"]
+
+[tool.setuptools.packages.find]
+where = ["src"]
+
+[tool.setuptools_scm]
+write_to = "src/jax_benchmark/_version.py"
+
 [tool.black]
 exclude = '''
 /(
@@ -147,12 +162,16 @@ src = ["src"]
 target-version = "py37"
 task-tags = ["cspell"]
 
-[tool.setuptools.packages.find]
-where = ["src"]
-
-[tool.setuptools.package-data]
-jax_benchmark = ["py.typed"]
-
-
-[tool.setuptools_scm]
-write_to = "src/jax_benchmark/_version.py"
+[tool.tomlsort]
+all = false
+ignore_case = true
+in_place = true
+sort_first = [
+    "build-system",
+    "project",
+    "tool.setuptools",
+    "tool.setuptools_scm",
+]
+sort_table_keys = true
+spaces_indent_inline_array = 4
+trailing_comma_inline_array = true
diff --git a/src/jax_benchmark/__init__.py b/src/jax_benchmark/__init__.py
index ee68c51..95dbb41 100644
--- a/src/jax_benchmark/__init__.py
+++ b/src/jax_benchmark/__init__.py
@@ -103,14 +103,12 @@ def run_single_benchmark(
         shape_str = "x".join(map(str, shape))
         filename.parent.mkdir(exist_ok=True, parents=True)
         subprocess.call(
-            (
-                f"taskset -c 0-{n_cpus-1}"
-                " benchmark-jax-dot-product"
-                f" --output={filename}"
-                f" --number={number}"
-                f" --repeat={repeat}"
-                f" --shape={shape_str}"
-            ),
+            f"taskset -c 0-{n_cpus-1}"
+            " benchmark-jax-dot-product"
+            f" --output={filename}"
+            f" --number={number}"
+            f" --repeat={repeat}"
+            f" --shape={shape_str}",
             shell=True,
         )
     with open(filename) as f:
diff --git a/visualize-benchmark.ipynb b/visualize-benchmark.ipynb
index 3c3eba1..7a2c888 100644
--- a/visualize-benchmark.ipynb
+++ b/visualize-benchmark.ipynb
@@ -17,6 +17,7 @@
     "    with open(filename, \"rb\") as f:\n",
     "        return pickle.load(f)\n",
     "\n",
+    "\n",
     "benchmarks: dict[int | str, TimeitResult] = {}\n",
     "benchmarks[\"all\"] = load_benchmark(f\"timing_all.pickle\")\n",
     "for i in range(12):\n",
@@ -39,7 +40,7 @@
     "        # if k % 2 == 0\n",
     "        # if k < 6\n",
     "    }\n",
-    ")\n"
+    ")"
    ]
   },
   {
@@ -80,6 +81,9 @@
   }
  ],
  "metadata": {
+  "colab": {
+   "toc_visible": true
+  },
   "kernelspec": {
    "display_name": "tw",
    "language": "python",
@@ -97,7 +101,6 @@
    "pygments_lexer": "ipython3",
    "version": "3.8.16"
   },
-  "orig_nbformat": 4,
   "vscode": {
    "interpreter": {
     "hash": "941585edea6bc165435aa3186ccdcc04147aa4112b01c30ec33a5464a4b433ae"