diff --git a/.constraints/py3.10.txt b/.constraints/py3.10.txt
index 6f0b7c0..8a36170 100644
--- a/.constraints/py3.10.txt
+++ b/.constraints/py3.10.txt
@@ -5,24 +5,22 @@
 #    pip-compile --extra=dev --no-annotate --output-file=.constraints/py3.10.txt --strip-extras --unsafe-package=boostcfg --unsafe-package=pawian --unsafe-package=pawian-tools --unsafe-package=pip --unsafe-package=setuptools
 #
 accessible-pygments==0.0.4
-alabaster==0.7.13
-annotated-types==0.6.0
-anyio==4.1.0
+alabaster==0.7.16
+anyio==4.2.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.1.0
-awkward==2.5.0
-awkward-cpp==26
-babel==2.13.1
+attrs==23.2.0
+awkward==2.5.1
+awkward-cpp==27
+babel==2.14.0
 beautifulsoup4==4.12.2
-black==23.11.0
+black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
 cattrs==23.2.3
-cerberus==1.3.5
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -30,53 +28,53 @@ chardet==5.2.0
 charset-normalizer==3.3.2
 click==8.1.7
 colorama==0.4.6
-comm==0.2.0
+comm==0.2.1
 contourpy==1.2.0
-coverage==7.3.2
+coverage==7.4.0
 cycler==0.12.1
 debugpy==1.8.0
 decorator==5.1.1
 defusedxml==0.7.1
-distlib==0.3.7
-docopt==0.6.2
+distlib==0.3.8
 docstring-to-markdown==0.13
-docutils==0.19
+docutils==0.20.1
 exceptiongroup==1.2.0
 execnet==2.0.2
 executing==2.0.1
-fastjsonschema==2.19.0
+fastjsonschema==2.19.1
 filelock==3.13.1
-fonttools==4.46.0
+fonttools==4.47.2
 fqdn==1.5.1
+fsspec==2023.12.2
 gitdb==4.0.11
-gitpython==3.1.40
+gitpython==3.1.41
 gprof2dot==2022.7.29
-greenlet==3.0.2
+greenlet==3.0.3
 identify==2.5.33
 idna==3.6
 imagesize==1.4.1
-importlib-metadata==7.0.0
+importlib-metadata==7.0.1
 iniconfig==2.0.0
-ipykernel==6.27.1
-ipython==8.18.1
+ipykernel==6.28.0
+ipython==8.20.0
 ipywidgets==8.1.1
 isoduration==20.11.0
-isort==5.13.0
+isort==5.13.2
 jedi==0.19.1
-jinja2==3.1.2
+jinja2==3.1.3
 json5==0.9.14
 jsonpointer==2.4
 jsonschema==4.20.0
-jsonschema-specifications==2023.11.2
+jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.0
-jupyter-core==5.5.0
+jupyter-core==5.7.1
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
-jupyter-server==2.12.1
+jupyter-server==2.12.4
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.4.4
-jupyterlab==4.0.9
+jupyter-server-terminals==0.5.1
+jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
@@ -86,7 +84,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
-lsprotocol==2023.0.0
+lsprotocol==2023.0.1
 markdown-it-py==3.0.0
 markupsafe==2.1.3
 matplotlib==3.8.2
@@ -94,76 +92,70 @@ matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mistune==3.0.2
-mypy==1.7.1
+mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
-nbclient==0.9.0
-nbconvert==7.12.0
+nbclient==0.6.8
+nbconvert==7.14.1
 nbdime==4.0.1
 nbformat==5.9.2
+nbmake==1.4.6
 nest-asyncio==1.5.8
 nodeenv==1.8.0
 notebook-shim==0.2.3
-numpy==1.26.2
+numpy==1.26.3
 overrides==7.4.0
 packaging==23.2
 pandas==2.1.4
 pandocfilters==1.5.0
 parso==0.8.3
-pathspec==0.11.2
-pep517==0.13.1
+pathspec==0.12.1
 pexpect==4.9.0
-pillow==10.1.0
-pip-api==0.0.30
-pipreqs==0.4.13
+pillow==10.2.0
 platformdirs==4.1.0
-plette==0.4.4
 pluggy==1.3.0
-pre-commit==3.5.0
+pre-commit==3.6.0
 prometheus-client==0.19.0
-prompt-toolkit==3.0.41
-psutil==5.9.6
+prompt-toolkit==3.0.43
+psutil==5.9.7
 ptyprocess==0.7.0
 pure-eval==0.2.2
 pycparser==2.21
-pydantic==2.5.2
-pydantic-core==2.14.5
-pydata-sphinx-theme==0.14.4
+pydata-sphinx-theme==0.15.1
 pygments==2.17.2
 pyparsing==3.1.1
 pyproject-api==1.6.1
-pytest==7.4.3
+pytest==7.4.4
 pytest-cov==4.1.0
 pytest-profiling==1.7.0
 pytest-xdist==3.5.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.0.0
+python-lsp-ruff==2.0.2
 python-lsp-server==1.9.0
-pytoolconfig==1.2.6
+pytoolconfig==1.3.1
 pytz==2023.3.post1
 pyyaml==6.0.1
 pyzmq==25.1.2
-referencing==0.32.0
+referencing==0.32.1
 requests==2.31.0
-requirementslib==3.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
-rpds-py==0.13.2
-ruff==0.1.7
+rpds-py==0.16.2
+ruff==0.1.13
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
-sphinx==6.2.1
-sphinx-api-relink==0.0.7
+sphinx==7.2.6
+sphinx-api-relink==0.0.8
 sphinx-autobuild==2021.3.14
-sphinx-book-theme==1.0.1
+sphinx-book-theme==1.1.0
 sphinx-codeautolink==0.15.0
 sphinx-copybutton==0.5.2
 sphinx-thebe==0.3.0
@@ -174,34 +166,31 @@ sphinxcontrib-htmlhelp==2.0.4
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.6
 sphinxcontrib-serializinghtml==1.1.9
-sqlalchemy==2.0.23
+sqlalchemy==2.0.25
 stack-data==0.6.3
 tabulate==0.9.0
 terminado==0.18.0
 tinycss2==1.2.1
 tomli==2.0.1
-tomlkit==0.12.3
 tornado==6.4
-tox==4.11.4
-traitlets==5.14.0
-types-python-dateutil==2.8.19.14
-typing-extensions==4.8.0
-tzdata==2023.3
-ujson==5.8.0
-uproot==5.1.2
+tox==4.12.0
+traitlets==5.14.1
+types-python-dateutil==2.8.19.20240106
+typing-extensions==4.9.0
+tzdata==2023.4
+ujson==5.9.0
+uproot==5.2.1
 uri-template==1.3.0
 urllib3==2.1.0
 virtualenv==20.25.0
-wcwidth==0.2.12
+wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 wheel==0.42.0
 widgetsnbextension==4.0.9
-yarg==0.1.9
 zipp==3.17.0
 
 # The following packages are considered to be unsafe in a requirements file:
 # pawian-tools
-# pip
 # setuptools
diff --git a/.constraints/py3.11.txt b/.constraints/py3.11.txt
index f41455e..1264f2f 100644
--- a/.constraints/py3.11.txt
+++ b/.constraints/py3.11.txt
@@ -5,24 +5,22 @@
 #    pip-compile --extra=dev --no-annotate --output-file=.constraints/py3.11.txt --strip-extras --unsafe-package=boostcfg --unsafe-package=pawian --unsafe-package=pawian-tools --unsafe-package=pip --unsafe-package=setuptools
 #
 accessible-pygments==0.0.4
-alabaster==0.7.13
-annotated-types==0.6.0
-anyio==4.1.0
+alabaster==0.7.16
+anyio==4.2.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.1.0
-awkward==2.5.0
-awkward-cpp==26
-babel==2.13.1
+attrs==23.2.0
+awkward==2.5.1
+awkward-cpp==27
+babel==2.14.0
 beautifulsoup4==4.12.2
-black==23.11.0
+black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
 cattrs==23.2.3
-cerberus==1.3.5
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -30,52 +28,52 @@ chardet==5.2.0
 charset-normalizer==3.3.2
 click==8.1.7
 colorama==0.4.6
-comm==0.2.0
+comm==0.2.1
 contourpy==1.2.0
-coverage==7.3.2
+coverage==7.4.0
 cycler==0.12.1
 debugpy==1.8.0
 decorator==5.1.1
 defusedxml==0.7.1
-distlib==0.3.7
-docopt==0.6.2
+distlib==0.3.8
 docstring-to-markdown==0.13
-docutils==0.19
+docutils==0.20.1
 execnet==2.0.2
 executing==2.0.1
-fastjsonschema==2.19.0
+fastjsonschema==2.19.1
 filelock==3.13.1
-fonttools==4.46.0
+fonttools==4.47.2
 fqdn==1.5.1
+fsspec==2023.12.2
 gitdb==4.0.11
-gitpython==3.1.40
+gitpython==3.1.41
 gprof2dot==2022.7.29
-greenlet==3.0.2
+greenlet==3.0.3
 identify==2.5.33
 idna==3.6
 imagesize==1.4.1
-importlib-metadata==7.0.0
+importlib-metadata==7.0.1
 iniconfig==2.0.0
-ipykernel==6.27.1
-ipython==8.18.1
+ipykernel==6.28.0
+ipython==8.20.0
 ipywidgets==8.1.1
 isoduration==20.11.0
-isort==5.13.0
+isort==5.13.2
 jedi==0.19.1
-jinja2==3.1.2
+jinja2==3.1.3
 json5==0.9.14
 jsonpointer==2.4
 jsonschema==4.20.0
-jsonschema-specifications==2023.11.2
+jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.0
-jupyter-core==5.5.0
+jupyter-core==5.7.1
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
-jupyter-server==2.12.1
+jupyter-server==2.12.4
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.4.4
-jupyterlab==4.0.9
+jupyter-server-terminals==0.5.1
+jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
@@ -85,7 +83,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
-lsprotocol==2023.0.0
+lsprotocol==2023.0.1
 markdown-it-py==3.0.0
 markupsafe==2.1.3
 matplotlib==3.8.2
@@ -93,76 +91,70 @@ matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mistune==3.0.2
-mypy==1.7.1
+mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
-nbclient==0.9.0
-nbconvert==7.12.0
+nbclient==0.6.8
+nbconvert==7.14.1
 nbdime==4.0.1
 nbformat==5.9.2
+nbmake==1.4.6
 nest-asyncio==1.5.8
 nodeenv==1.8.0
 notebook-shim==0.2.3
-numpy==1.26.2
+numpy==1.26.3
 overrides==7.4.0
 packaging==23.2
 pandas==2.1.4
 pandocfilters==1.5.0
 parso==0.8.3
-pathspec==0.11.2
-pep517==0.13.1
+pathspec==0.12.1
 pexpect==4.9.0
-pillow==10.1.0
-pip-api==0.0.30
-pipreqs==0.4.13
+pillow==10.2.0
 platformdirs==4.1.0
-plette==0.4.4
 pluggy==1.3.0
-pre-commit==3.5.0
+pre-commit==3.6.0
 prometheus-client==0.19.0
-prompt-toolkit==3.0.41
-psutil==5.9.6
+prompt-toolkit==3.0.43
+psutil==5.9.7
 ptyprocess==0.7.0
 pure-eval==0.2.2
 pycparser==2.21
-pydantic==2.5.2
-pydantic-core==2.14.5
-pydata-sphinx-theme==0.14.4
+pydata-sphinx-theme==0.15.1
 pygments==2.17.2
 pyparsing==3.1.1
 pyproject-api==1.6.1
-pytest==7.4.3
+pytest==7.4.4
 pytest-cov==4.1.0
 pytest-profiling==1.7.0
 pytest-xdist==3.5.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.0.0
+python-lsp-ruff==2.0.2
 python-lsp-server==1.9.0
-pytoolconfig==1.2.6
+pytoolconfig==1.3.1
 pytz==2023.3.post1
 pyyaml==6.0.1
 pyzmq==25.1.2
-referencing==0.32.0
+referencing==0.32.1
 requests==2.31.0
-requirementslib==3.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
-rpds-py==0.13.2
-ruff==0.1.7
+rpds-py==0.16.2
+ruff==0.1.13
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
-sphinx==6.2.1
-sphinx-api-relink==0.0.7
+sphinx==7.2.6
+sphinx-api-relink==0.0.8
 sphinx-autobuild==2021.3.14
-sphinx-book-theme==1.0.1
+sphinx-book-theme==1.1.0
 sphinx-codeautolink==0.15.0
 sphinx-copybutton==0.5.2
 sphinx-thebe==0.3.0
@@ -173,33 +165,30 @@ sphinxcontrib-htmlhelp==2.0.4
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.6
 sphinxcontrib-serializinghtml==1.1.9
-sqlalchemy==2.0.23
+sqlalchemy==2.0.25
 stack-data==0.6.3
 tabulate==0.9.0
 terminado==0.18.0
 tinycss2==1.2.1
-tomlkit==0.12.3
 tornado==6.4
-tox==4.11.4
-traitlets==5.14.0
-types-python-dateutil==2.8.19.14
-typing-extensions==4.8.0
-tzdata==2023.3
-ujson==5.8.0
-uproot==5.1.2
+tox==4.12.0
+traitlets==5.14.1
+types-python-dateutil==2.8.19.20240106
+typing-extensions==4.9.0
+tzdata==2023.4
+ujson==5.9.0
+uproot==5.2.1
 uri-template==1.3.0
 urllib3==2.1.0
 virtualenv==20.25.0
-wcwidth==0.2.12
+wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 wheel==0.42.0
 widgetsnbextension==4.0.9
-yarg==0.1.9
 zipp==3.17.0
 
 # The following packages are considered to be unsafe in a requirements file:
 # pawian-tools
-# pip
 # setuptools
diff --git a/.constraints/py3.12.txt b/.constraints/py3.12.txt
index ec94920..7464b72 100644
--- a/.constraints/py3.12.txt
+++ b/.constraints/py3.12.txt
@@ -5,24 +5,22 @@
 #    pip-compile --extra=dev --no-annotate --output-file=.constraints/py3.12.txt --strip-extras --unsafe-package=boostcfg --unsafe-package=pawian --unsafe-package=pawian-tools --unsafe-package=pip --unsafe-package=setuptools
 #
 accessible-pygments==0.0.4
-alabaster==0.7.13
-annotated-types==0.6.0
-anyio==4.1.0
+alabaster==0.7.16
+anyio==4.2.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.1.0
-awkward==2.5.0
-awkward-cpp==26
-babel==2.13.1
+attrs==23.2.0
+awkward==2.5.1
+awkward-cpp==27
+babel==2.14.0
 beautifulsoup4==4.12.2
-black==23.11.0
+black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
 cattrs==23.2.3
-cerberus==1.3.5
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -30,52 +28,52 @@ chardet==5.2.0
 charset-normalizer==3.3.2
 click==8.1.7
 colorama==0.4.6
-comm==0.2.0
+comm==0.2.1
 contourpy==1.2.0
-coverage==7.3.2
+coverage==7.4.0
 cycler==0.12.1
 debugpy==1.8.0
 decorator==5.1.1
 defusedxml==0.7.1
-distlib==0.3.7
-docopt==0.6.2
+distlib==0.3.8
 docstring-to-markdown==0.13
-docutils==0.19
+docutils==0.20.1
 execnet==2.0.2
 executing==2.0.1
-fastjsonschema==2.19.0
+fastjsonschema==2.19.1
 filelock==3.13.1
-fonttools==4.46.0
+fonttools==4.47.2
 fqdn==1.5.1
+fsspec==2023.12.2
 gitdb==4.0.11
-gitpython==3.1.40
+gitpython==3.1.41
 gprof2dot==2022.7.29
-greenlet==3.0.2
+greenlet==3.0.3
 identify==2.5.33
 idna==3.6
 imagesize==1.4.1
-importlib-metadata==7.0.0
+importlib-metadata==7.0.1
 iniconfig==2.0.0
-ipykernel==6.27.1
-ipython==8.18.1
+ipykernel==6.28.0
+ipython==8.20.0
 ipywidgets==8.1.1
 isoduration==20.11.0
-isort==5.13.0
+isort==5.13.2
 jedi==0.19.1
-jinja2==3.1.2
+jinja2==3.1.3
 json5==0.9.14
 jsonpointer==2.4
 jsonschema==4.20.0
-jsonschema-specifications==2023.11.2
+jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.0
-jupyter-core==5.5.0
+jupyter-core==5.7.1
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
-jupyter-server==2.12.1
+jupyter-server==2.12.4
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.4.4
-jupyterlab==4.0.9
+jupyter-server-terminals==0.5.1
+jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
@@ -85,7 +83,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
-lsprotocol==2023.0.0
+lsprotocol==2023.0.1
 markdown-it-py==3.0.0
 markupsafe==2.1.3
 matplotlib==3.8.2
@@ -93,76 +91,70 @@ matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mistune==3.0.2
-mypy==1.7.1
+mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
-nbclient==0.9.0
-nbconvert==7.12.0
+nbclient==0.6.8
+nbconvert==7.14.1
 nbdime==4.0.1
 nbformat==5.9.2
+nbmake==1.4.6
 nest-asyncio==1.5.8
 nodeenv==1.8.0
 notebook-shim==0.2.3
-numpy==1.26.2
+numpy==1.26.3
 overrides==7.4.0
 packaging==23.2
 pandas==2.1.4
 pandocfilters==1.5.0
 parso==0.8.3
-pathspec==0.11.2
-pep517==0.13.1
+pathspec==0.12.1
 pexpect==4.9.0
-pillow==10.1.0
-pip-api==0.0.30
-pipreqs==0.4.13
+pillow==10.2.0
 platformdirs==4.1.0
-plette==0.4.4
 pluggy==1.3.0
-pre-commit==3.5.0
+pre-commit==3.6.0
 prometheus-client==0.19.0
-prompt-toolkit==3.0.41
-psutil==5.9.6
+prompt-toolkit==3.0.43
+psutil==5.9.7
 ptyprocess==0.7.0
 pure-eval==0.2.2
 pycparser==2.21
-pydantic==2.5.2
-pydantic-core==2.14.5
-pydata-sphinx-theme==0.14.4
+pydata-sphinx-theme==0.15.1
 pygments==2.17.2
 pyparsing==3.1.1
 pyproject-api==1.6.1
-pytest==7.4.3
+pytest==7.4.4
 pytest-cov==4.1.0
 pytest-profiling==1.7.0
 pytest-xdist==3.5.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.0.0
+python-lsp-ruff==2.0.2
 python-lsp-server==1.9.0
-pytoolconfig==1.2.6
+pytoolconfig==1.3.1
 pytz==2023.3.post1
 pyyaml==6.0.1
 pyzmq==25.1.2
-referencing==0.32.0
+referencing==0.32.1
 requests==2.31.0
-requirementslib==3.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
-rpds-py==0.13.2
-ruff==0.1.7
+rpds-py==0.16.2
+ruff==0.1.13
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
-sphinx==6.2.1
-sphinx-api-relink==0.0.7
+sphinx==7.2.6
+sphinx-api-relink==0.0.8
 sphinx-autobuild==2021.3.14
-sphinx-book-theme==1.0.1
+sphinx-book-theme==1.1.0
 sphinx-codeautolink==0.15.0
 sphinx-copybutton==0.5.2
 sphinx-thebe==0.3.0
@@ -173,33 +165,30 @@ sphinxcontrib-htmlhelp==2.0.4
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.6
 sphinxcontrib-serializinghtml==1.1.9
-sqlalchemy==2.0.23
+sqlalchemy==2.0.25
 stack-data==0.6.3
 tabulate==0.9.0
 terminado==0.18.0
 tinycss2==1.2.1
-tomlkit==0.12.3
 tornado==6.4
-tox==4.11.4
-traitlets==5.14.0
-types-python-dateutil==2.8.19.14
-typing-extensions==4.8.0
-tzdata==2023.3
-ujson==5.8.0
-uproot==5.1.2
+tox==4.12.0
+traitlets==5.14.1
+types-python-dateutil==2.8.19.20240106
+typing-extensions==4.9.0
+tzdata==2023.4
+ujson==5.9.0
+uproot==5.2.1
 uri-template==1.3.0
 urllib3==2.1.0
 virtualenv==20.25.0
-wcwidth==0.2.12
+wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 wheel==0.42.0
 widgetsnbextension==4.0.9
-yarg==0.1.9
 zipp==3.17.0
 
 # The following packages are considered to be unsafe in a requirements file:
 # pawian-tools
-# pip
 # setuptools
diff --git a/.constraints/py3.7.txt b/.constraints/py3.7.txt
index 0c53021..04fc1f4 100644
--- a/.constraints/py3.7.txt
+++ b/.constraints/py3.7.txt
@@ -12,10 +12,10 @@ anyio==3.7.1
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.2.3
-attrs==23.1.0
+attrs==23.2.0
 awkward==2.2.4
 awkward-cpp==17
-babel==2.13.1
+babel==2.14.0
 backcall==0.2.0
 beautifulsoup4==4.12.2
 black==23.3.0
@@ -36,20 +36,20 @@ cycler==0.11.0
 debugpy==1.7.0
 decorator==5.1.1
 defusedxml==0.7.1
-distlib==0.3.7
+distlib==0.3.8
 docstring-to-markdown==0.13
 docutils==0.19
 entrypoints==0.4
 exceptiongroup==1.2.0
 execnet==2.0.2
-fastjsonschema==2.19.0
+fastjsonschema==2.19.1
 filelock==3.12.2
 fonttools==4.38.0
 fqdn==1.5.1
 gitdb==4.0.11
-gitpython==3.1.40
+gitpython==3.1.41
 gprof2dot==2022.7.29
-greenlet==3.0.2
+greenlet==3.0.3
 identify==2.5.24
 idna==3.6
 imagesize==1.4.1
@@ -63,7 +63,7 @@ ipywidgets==8.1.1
 isoduration==20.11.0
 isort==5.11.5
 jedi==0.18.2
-jinja2==3.1.2
+jinja2==3.1.3
 json5==0.9.14
 jsonpointer==2.4
 jsonschema==4.17.3
@@ -73,7 +73,7 @@ jupyter-core==4.12.0
 jupyter-events==0.6.3
 jupyter-lsp==1.5.1
 jupyter-server==1.24.0
-jupyter-server-fileid==0.9.0
+jupyter-server-fileid==0.9.1
 jupyter-server-mathjax==0.2.6
 jupyter-server-ydoc==0.8.0
 jupyter-ydoc==0.2.5
@@ -87,7 +87,7 @@ jupyterlab-server==2.24.0
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
-lsprotocol==2023.0.0
+lsprotocol==2023.0.1
 markdown-it-py==2.2.0
 markupsafe==2.1.3
 matplotlib==3.5.3
@@ -104,6 +104,7 @@ nbclient==0.5.13
 nbconvert==7.6.0
 nbdime==3.2.1
 nbformat==5.8.0
+nbmake==1.3.0
 nest-asyncio==1.5.8
 nodeenv==1.8.0
 notebook==6.5.6
@@ -122,16 +123,17 @@ platformdirs==4.0.0
 pluggy==1.2.0
 pre-commit==2.21.0
 prometheus-client==0.17.1
-prompt-toolkit==3.0.41
-psutil==5.9.6
+prompt-toolkit==3.0.43
+psutil==5.9.7
 ptyprocess==0.7.0
 pycparser==2.21
+pydantic==1.10.13
 pydata-sphinx-theme==0.13.3
 pygments==2.17.2
 pyparsing==3.1.1
 pyproject-api==1.5.3
 pyrsistent==0.19.3
-pytest==7.4.3
+pytest==7.4.4
 pytest-cov==4.1.0
 pytest-profiling==1.7.0
 pytest-xdist==3.5.0
@@ -140,7 +142,7 @@ python-json-logger==2.0.7
 python-lsp-jsonrpc==1.0.0
 python-lsp-ruff==1.6.0
 python-lsp-server==1.7.4
-pytoolconfig==1.2.6
+pytoolconfig==1.3.0
 pytz==2023.3.post1
 pyyaml==6.0.1
 pyzmq==24.0.1
@@ -148,7 +150,7 @@ requests==2.31.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.9.0
-ruff==0.1.7
+ruff==0.1.13
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
@@ -156,7 +158,7 @@ sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.4.1
 sphinx==5.3.0
-sphinx-api-relink==0.0.7
+sphinx-api-relink==0.0.8
 sphinx-autobuild==2021.3.14
 sphinx-book-theme==1.0.1
 sphinx-codeautolink==0.15.0
@@ -169,7 +171,7 @@ sphinxcontrib-htmlhelp==2.0.0
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
-sqlalchemy==1.4.50
+sqlalchemy==1.4.51
 tabulate==0.9.0
 terminado==0.17.1
 tinycss2==1.2.1
@@ -184,7 +186,7 @@ uproot==5.0.13
 uri-template==1.3.0
 urllib3==2.0.7
 virtualenv==20.25.0
-wcwidth==0.2.12
+wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.6.1
diff --git a/.constraints/py3.8.txt b/.constraints/py3.8.txt
index 8cc8436..7a82560 100644
--- a/.constraints/py3.8.txt
+++ b/.constraints/py3.8.txt
@@ -6,24 +6,22 @@
 #
 accessible-pygments==0.0.4
 alabaster==0.7.13
-annotated-types==0.6.0
-anyio==4.1.0
+anyio==4.2.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.1.0
-awkward==2.5.0
-awkward-cpp==26
-babel==2.13.1
+attrs==23.2.0
+awkward==2.5.1
+awkward-cpp==27
+babel==2.14.0
 backcall==0.2.0
 beautifulsoup4==4.12.2
-black==23.11.0
+black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
 cattrs==23.2.3
-cerberus==1.3.5
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -31,54 +29,54 @@ chardet==5.2.0
 charset-normalizer==3.3.2
 click==8.1.7
 colorama==0.4.6
-comm==0.2.0
+comm==0.2.1
 contourpy==1.1.1
-coverage==7.3.2
+coverage==7.4.0
 cycler==0.12.1
 debugpy==1.8.0
 decorator==5.1.1
 defusedxml==0.7.1
-distlib==0.3.7
-docopt==0.6.2
+distlib==0.3.8
 docstring-to-markdown==0.13
 docutils==0.19
 exceptiongroup==1.2.0
 execnet==2.0.2
 executing==2.0.1
-fastjsonschema==2.19.0
+fastjsonschema==2.19.1
 filelock==3.13.1
-fonttools==4.46.0
+fonttools==4.47.2
 fqdn==1.5.1
+fsspec==2023.12.2
 gitdb==4.0.11
-gitpython==3.1.40
+gitpython==3.1.41
 gprof2dot==2022.7.29
-greenlet==3.0.2
+greenlet==3.0.3
 identify==2.5.33
 idna==3.6
 imagesize==1.4.1
-importlib-metadata==7.0.0
+importlib-metadata==7.0.1
 importlib-resources==6.1.1
 iniconfig==2.0.0
-ipykernel==6.27.1
+ipykernel==6.28.0
 ipython==8.12.3
 ipywidgets==8.1.1
 isoduration==20.11.0
-isort==5.13.0
+isort==5.13.2
 jedi==0.19.1
-jinja2==3.1.2
+jinja2==3.1.3
 json5==0.9.14
 jsonpointer==2.4
 jsonschema==4.20.0
-jsonschema-specifications==2023.11.2
+jsonschema-specifications==2023.12.1
 jupyter-cache==0.6.1
 jupyter-client==8.6.0
-jupyter-core==5.5.0
+jupyter-core==5.7.1
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
-jupyter-server==2.12.1
+jupyter-server==2.12.4
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.4.4
-jupyterlab==4.0.9
+jupyter-server-terminals==0.5.1
+jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
@@ -88,7 +86,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
-lsprotocol==2023.0.0
+lsprotocol==2023.0.1
 markdown-it-py==2.2.0
 markupsafe==2.1.3
 matplotlib==3.7.4
@@ -96,14 +94,15 @@ matplotlib-inline==0.1.6
 mdit-py-plugins==0.3.5
 mdurl==0.1.2
 mistune==3.0.2
-mypy==1.7.1
+mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==0.17.2
 myst-parser==0.18.1
-nbclient==0.7.4
-nbconvert==7.12.0
+nbclient==0.6.8
+nbconvert==7.14.1
 nbdime==4.0.1
 nbformat==5.9.2
+nbmake==1.4.6
 nest-asyncio==1.5.8
 nodeenv==1.8.0
 notebook-shim==0.2.3
@@ -113,51 +112,44 @@ packaging==23.2
 pandas==2.0.3
 pandocfilters==1.5.0
 parso==0.8.3
-pathspec==0.11.2
-pep517==0.13.1
+pathspec==0.12.1
 pexpect==4.9.0
 pickleshare==0.7.5
-pillow==10.1.0
-pip-api==0.0.30
-pipreqs==0.4.13
+pillow==10.2.0
 pkgutil-resolve-name==1.3.10
 platformdirs==4.1.0
-plette==0.4.4
 pluggy==1.3.0
 pre-commit==3.5.0
 prometheus-client==0.19.0
-prompt-toolkit==3.0.41
-psutil==5.9.6
+prompt-toolkit==3.0.43
+psutil==5.9.7
 ptyprocess==0.7.0
 pure-eval==0.2.2
 pycparser==2.21
-pydantic==2.5.2
-pydantic-core==2.14.5
 pydata-sphinx-theme==0.14.4
 pygments==2.17.2
 pyparsing==3.1.1
 pyproject-api==1.6.1
-pytest==7.4.3
+pytest==7.4.4
 pytest-cov==4.1.0
 pytest-profiling==1.7.0
 pytest-xdist==3.5.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.0.0
+python-lsp-ruff==2.0.2
 python-lsp-server==1.9.0
-pytoolconfig==1.2.6
+pytoolconfig==1.3.1
 pytz==2023.3.post1
 pyyaml==6.0.1
 pyzmq==25.1.2
-referencing==0.32.0
+referencing==0.32.1
 requests==2.31.0
-requirementslib==3.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
-rpds-py==0.13.2
-ruff==0.1.7
+rpds-py==0.16.2
+ruff==0.1.13
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
@@ -165,7 +157,7 @@ sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
 sphinx==5.3.0
-sphinx-api-relink==0.0.7
+sphinx-api-relink==0.0.8
 sphinx-autobuild==2021.3.14
 sphinx-book-theme==1.0.1
 sphinx-codeautolink==0.15.0
@@ -178,34 +170,31 @@ sphinxcontrib-htmlhelp==2.0.1
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.3
 sphinxcontrib-serializinghtml==1.1.5
-sqlalchemy==2.0.23
+sqlalchemy==2.0.25
 stack-data==0.6.3
 tabulate==0.9.0
 terminado==0.18.0
 tinycss2==1.2.1
 tomli==2.0.1
-tomlkit==0.12.3
 tornado==6.4
-tox==4.11.4
-traitlets==5.14.0
-types-python-dateutil==2.8.19.14
-typing-extensions==4.8.0
-tzdata==2023.3
-ujson==5.8.0
-uproot==5.1.2
+tox==4.12.0
+traitlets==5.14.1
+types-python-dateutil==2.8.19.20240106
+typing-extensions==4.9.0
+tzdata==2023.4
+ujson==5.9.0
+uproot==5.2.1
 uri-template==1.3.0
 urllib3==2.1.0
 virtualenv==20.25.0
-wcwidth==0.2.12
+wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 wheel==0.42.0
 widgetsnbextension==4.0.9
-yarg==0.1.9
 zipp==3.17.0
 
 # The following packages are considered to be unsafe in a requirements file:
 # pawian-tools
-# pip
 # setuptools
diff --git a/.constraints/py3.9.txt b/.constraints/py3.9.txt
index ce93860..8563c59 100644
--- a/.constraints/py3.9.txt
+++ b/.constraints/py3.9.txt
@@ -5,24 +5,22 @@
 #    pip-compile --extra=dev --no-annotate --output-file=.constraints/py3.9.txt --strip-extras --unsafe-package=boostcfg --unsafe-package=pawian --unsafe-package=pawian-tools --unsafe-package=pip --unsafe-package=setuptools
 #
 accessible-pygments==0.0.4
-alabaster==0.7.13
-annotated-types==0.6.0
-anyio==4.1.0
+alabaster==0.7.16
+anyio==4.2.0
 argon2-cffi==23.1.0
 argon2-cffi-bindings==21.2.0
 arrow==1.3.0
 asttokens==2.4.1
 async-lru==2.0.4
-attrs==23.1.0
-awkward==2.5.0
-awkward-cpp==26
-babel==2.13.1
+attrs==23.2.0
+awkward==2.5.1
+awkward-cpp==27
+babel==2.14.0
 beautifulsoup4==4.12.2
-black==23.11.0
+black==23.12.1
 bleach==6.1.0
 cachetools==5.3.2
 cattrs==23.2.3
-cerberus==1.3.5
 certifi==2023.11.17
 cffi==1.16.0
 cfgv==3.4.0
@@ -30,54 +28,54 @@ chardet==5.2.0
 charset-normalizer==3.3.2
 click==8.1.7
 colorama==0.4.6
-comm==0.2.0
+comm==0.2.1
 contourpy==1.2.0
-coverage==7.3.2
+coverage==7.4.0
 cycler==0.12.1
 debugpy==1.8.0
 decorator==5.1.1
 defusedxml==0.7.1
-distlib==0.3.7
-docopt==0.6.2
+distlib==0.3.8
 docstring-to-markdown==0.13
-docutils==0.19
+docutils==0.20.1
 exceptiongroup==1.2.0
 execnet==2.0.2
 executing==2.0.1
-fastjsonschema==2.19.0
+fastjsonschema==2.19.1
 filelock==3.13.1
-fonttools==4.46.0
+fonttools==4.47.2
 fqdn==1.5.1
+fsspec==2023.12.2
 gitdb==4.0.11
-gitpython==3.1.40
+gitpython==3.1.41
 gprof2dot==2022.7.29
-greenlet==3.0.2
+greenlet==3.0.3
 identify==2.5.33
 idna==3.6
 imagesize==1.4.1
-importlib-metadata==7.0.0
+importlib-metadata==7.0.1
 importlib-resources==6.1.1
 iniconfig==2.0.0
-ipykernel==6.27.1
+ipykernel==6.28.0
 ipython==8.18.1
 ipywidgets==8.1.1
 isoduration==20.11.0
-isort==5.13.0
+isort==5.13.2
 jedi==0.19.1
-jinja2==3.1.2
+jinja2==3.1.3
 json5==0.9.14
 jsonpointer==2.4
 jsonschema==4.20.0
-jsonschema-specifications==2023.11.2
+jsonschema-specifications==2023.12.1
 jupyter-cache==1.0.0
 jupyter-client==8.6.0
-jupyter-core==5.5.0
+jupyter-core==5.7.1
 jupyter-events==0.9.0
 jupyter-lsp==2.2.1
-jupyter-server==2.12.1
+jupyter-server==2.12.4
 jupyter-server-mathjax==0.2.6
-jupyter-server-terminals==0.4.4
-jupyterlab==4.0.9
+jupyter-server-terminals==0.5.1
+jupyterlab==4.0.10
 jupyterlab-code-formatter==2.2.1
 jupyterlab-git==0.50.0
 jupyterlab-lsp==5.0.1
@@ -87,7 +85,7 @@ jupyterlab-server==2.25.2
 jupyterlab-widgets==3.0.9
 kiwisolver==1.4.5
 livereload==2.6.3
-lsprotocol==2023.0.0
+lsprotocol==2023.0.1
 markdown-it-py==3.0.0
 markupsafe==2.1.3
 matplotlib==3.8.2
@@ -95,76 +93,70 @@ matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mistune==3.0.2
-mypy==1.7.1
+mypy==1.8.0
 mypy-extensions==1.0.0
 myst-nb==1.0.0
 myst-parser==2.0.0
-nbclient==0.9.0
-nbconvert==7.12.0
+nbclient==0.6.8
+nbconvert==7.14.1
 nbdime==4.0.1
 nbformat==5.9.2
+nbmake==1.4.6
 nest-asyncio==1.5.8
 nodeenv==1.8.0
 notebook-shim==0.2.3
-numpy==1.26.2
+numpy==1.26.3
 overrides==7.4.0
 packaging==23.2
 pandas==2.1.4
 pandocfilters==1.5.0
 parso==0.8.3
-pathspec==0.11.2
-pep517==0.13.1
+pathspec==0.12.1
 pexpect==4.9.0
-pillow==10.1.0
-pip-api==0.0.30
-pipreqs==0.4.13
+pillow==10.2.0
 platformdirs==4.1.0
-plette==0.4.4
 pluggy==1.3.0
-pre-commit==3.5.0
+pre-commit==3.6.0
 prometheus-client==0.19.0
-prompt-toolkit==3.0.41
-psutil==5.9.6
+prompt-toolkit==3.0.43
+psutil==5.9.7
 ptyprocess==0.7.0
 pure-eval==0.2.2
 pycparser==2.21
-pydantic==2.5.2
-pydantic-core==2.14.5
-pydata-sphinx-theme==0.14.4
+pydata-sphinx-theme==0.15.1
 pygments==2.17.2
 pyparsing==3.1.1
 pyproject-api==1.6.1
-pytest==7.4.3
+pytest==7.4.4
 pytest-cov==4.1.0
 pytest-profiling==1.7.0
 pytest-xdist==3.5.0
 python-dateutil==2.8.2
 python-json-logger==2.0.7
 python-lsp-jsonrpc==1.1.2
-python-lsp-ruff==2.0.0
+python-lsp-ruff==2.0.2
 python-lsp-server==1.9.0
-pytoolconfig==1.2.6
+pytoolconfig==1.3.1
 pytz==2023.3.post1
 pyyaml==6.0.1
 pyzmq==25.1.2
-referencing==0.32.0
+referencing==0.32.1
 requests==2.31.0
-requirementslib==3.0.0
 rfc3339-validator==0.1.4
 rfc3986-validator==0.1.1
 rope==1.11.0
-rpds-py==0.13.2
-ruff==0.1.7
+rpds-py==0.16.2
+ruff==0.1.13
 send2trash==1.8.2
 six==1.16.0
 smmap==5.0.1
 sniffio==1.3.0
 snowballstemmer==2.2.0
 soupsieve==2.5
-sphinx==6.2.1
-sphinx-api-relink==0.0.7
+sphinx==7.2.6
+sphinx-api-relink==0.0.8
 sphinx-autobuild==2021.3.14
-sphinx-book-theme==1.0.1
+sphinx-book-theme==1.1.0
 sphinx-codeautolink==0.15.0
 sphinx-copybutton==0.5.2
 sphinx-thebe==0.3.0
@@ -175,34 +167,31 @@ sphinxcontrib-htmlhelp==2.0.4
 sphinxcontrib-jsmath==1.0.1
 sphinxcontrib-qthelp==1.0.6
 sphinxcontrib-serializinghtml==1.1.9
-sqlalchemy==2.0.23
+sqlalchemy==2.0.25
 stack-data==0.6.3
 tabulate==0.9.0
 terminado==0.18.0
 tinycss2==1.2.1
 tomli==2.0.1
-tomlkit==0.12.3
 tornado==6.4
-tox==4.11.4
-traitlets==5.14.0
-types-python-dateutil==2.8.19.14
-typing-extensions==4.8.0
-tzdata==2023.3
-ujson==5.8.0
-uproot==5.1.2
+tox==4.12.0
+traitlets==5.14.1
+types-python-dateutil==2.8.19.20240106
+typing-extensions==4.9.0
+tzdata==2023.4
+ujson==5.9.0
+uproot==5.2.1
 uri-template==1.3.0
 urllib3==2.1.0
 virtualenv==20.25.0
-wcwidth==0.2.12
+wcwidth==0.2.13
 webcolors==1.13
 webencodings==0.5.1
 websocket-client==1.7.0
 wheel==0.42.0
 widgetsnbextension==4.0.9
-yarg==0.1.9
 zipp==3.17.0
 
 # The following packages are considered to be unsafe in a requirements file:
 # pawian-tools
-# pip
 # setuptools
diff --git a/.github/workflows/requirements.yml b/.github/workflows/requirements.yml
index 7f62c35..b2562f2 100644
--- a/.github/workflows/requirements.yml
+++ b/.github/workflows/requirements.yml
@@ -12,7 +12,6 @@ on:
     paths:
       - .constraints/py3.*.txt
       - .pre-commit-config.yaml
-      - setup.cfg
   schedule:
     - cron: "0 3 7 */2 *"
   workflow_dispatch:
diff --git a/.gitpod.yml b/.gitpod.yml
index db8f90f..3aab122 100644
--- a/.gitpod.yml
+++ b/.gitpod.yml
@@ -20,7 +20,6 @@ vscode:
     - editorconfig.editorconfig
     - esbenp.prettier-vscode
     - executablebookproject.myst-highlight
-    - garaioag.garaio-vscode-unwanted-recommendations
     - github.vscode-github-actions
     - github.vscode-pull-request-github
     - ms-python.black-formatter
@@ -32,6 +31,7 @@ vscode:
     - ms-vsliveshare.vsliveshare
     - redhat.vscode-yaml
     - ryanluker.vscode-coverage-gutters
+    - Soulcode.vscode-unwanted-extensions
     - stkb.rewrap
     - streetsidesoftware.code-spell-checker
     - tamasfe.even-better-toml
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 0332037..80fa6d9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -32,7 +32,7 @@ repos:
       - id: trailing-whitespace
 
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 23.11.0
+    rev: 23.12.1
     hooks:
       - id: black
       - id: black-jupyter
@@ -41,8 +41,8 @@ repos:
         types_or:
           - jupyter
 
-  - repo: https://github.com/ComPWA/repo-maintenance
-    rev: 0.1.9
+  - repo: https://github.com/ComPWA/policy
+    rev: 0.2.0
     hooks:
       - id: check-dev-files
         args:
@@ -52,7 +52,7 @@ repos:
           - --repo-title=Pawian Tools
 
   - repo: https://github.com/streetsidesoftware/cspell-cli
-    rev: v8.1.1
+    rev: v8.3.0
     hooks:
       - id: cspell
 
@@ -103,17 +103,17 @@ repos:
             metadata.vscode
 
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v4.0.0-alpha.3-1
+    rev: v4.0.0-alpha.8
     hooks:
       - id: prettier
 
   - repo: https://github.com/ComPWA/mirrors-pyright
-    rev: v1.1.339
+    rev: v1.1.345
     hooks:
       - id: pyright
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.1.7
+    rev: v0.1.13
     hooks:
       - id: ruff
         args: [--fix]
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index 84ae1d8..65d9a54 100644
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -6,7 +6,6 @@
     "editorconfig.editorconfig",
     "esbenp.prettier-vscode",
     "executablebookproject.myst-highlight",
-    "garaioag.garaio-vscode-unwanted-recommendations",
     "github.vscode-github-actions",
     "github.vscode-pull-request-github",
     "ms-python.black-formatter",
@@ -18,6 +17,7 @@
     "ms-vsliveshare.vsliveshare",
     "redhat.vscode-yaml",
     "ryanluker.vscode-coverage-gutters",
+    "Soulcode.vscode-unwanted-extensions",
     "stkb.rewrap",
     "streetsidesoftware.code-spell-checker",
     "tamasfe.even-better-toml",
@@ -28,6 +28,7 @@
   "unwantedRecommendations": [
     "bungcip.better-toml",
     "davidanson.vscode-markdownlint",
+    "garaioag.garaio-vscode-unwanted-recommendations",
     "ms-python.flake8",
     "ms-python.isort",
     "ms-python.pylint",
diff --git a/pyproject.toml b/pyproject.toml
index 16090f1..21d5d58 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -97,6 +97,7 @@ sty = [
     "pre-commit",
 ]
 test = [
+    "nbmake",
     "pytest",
     "pytest-cov",
     "pytest-profiling",
@@ -219,13 +220,14 @@ reportUnusedVariable = true
 typeCheckingMode = "strict"
 
 [tool.pytest.ini_options]
-addopts = '''
---color=yes
---doctest-continue-on-failure
---doctest-modules
---durations=3
---ignore=docs/conf.py
--m "not slow"'''
+addopts = [
+    "--color=yes",
+    "--doctest-continue-on-failure",
+    "--doctest-modules",
+    "--durations=3",
+    "--ignore=docs/conf.py",
+    "-m not slow",
+]
 filterwarnings = [
     "error",
     "ignore:.*Consider switching from .* to .*:DeprecationWarning",
@@ -329,6 +331,7 @@ task-tags = ["cspell"]
 ]
 "docs/conf.py" = [
     "A001",
+    "D100",
     "PLW2901",
 ]
 "setup.py" = ["D100"]
diff --git a/tox.ini b/tox.ini
index e795088..db456cd 100644
--- a/tox.ini
+++ b/tox.ini
@@ -108,6 +108,15 @@ passenv = *
 setenv =
   FORCE_COLOR = yes
 
+[testenv:nb]
+allowlist_externals =
+  pytest
+commands =
+  pytest --nbmake {posargs:docs}
+description =
+  Run all notebooks with pytest
+passenv = *
+
 [testenv:sty]
 allowlist_externals =
   pre-commit