diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
new file mode 100644
index 0000000..caed59f
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,27 @@
+---
+name: Bug report
+about: For general problems with the documentation
+title: ''
+labels: bug
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the issue is.
+
+**To Reproduce**
+Steps to reproduce the issue:
+1. Go to '...'
+2. Click on '....'
+3. Scroll down to '....'
+4. See error
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots**
+If applicable, add screenshots to help explain your problem.
+
+**Additional context**
+Add any other context about the problem here.
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
new file mode 100644
index 0000000..ff13d70
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -0,0 +1,5 @@
+blank_issues_enabled: false
+contact_links:
+  - name: General information
+    url: https://www.modelblocks.org/
+    about: Please reach out through our website for general questions.
diff --git a/.github/ISSUE_TEMPLATE/guideline-suggestion.md b/.github/ISSUE_TEMPLATE/guideline-suggestion.md
new file mode 100644
index 0000000..ed73e79
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/guideline-suggestion.md
@@ -0,0 +1,20 @@
+---
+name: Guideline suggestion
+about: Suggest an idea to make modelblocks better!
+title: ''
+labels: enhancement
+assignees: ''
+
+---
+
+**Is this suggestion related to a problem? Please describe.**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.
diff --git a/.github/workflows/pr-ci.yml b/.github/workflows/pr-ci.yml
new file mode 100644
index 0000000..2219403
--- /dev/null
+++ b/.github/workflows/pr-ci.yml
@@ -0,0 +1,19 @@
+name: CI
+
+on:
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  build:
+    name: Build
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest]
+    steps:
+      - uses: actions/checkout@v4
+      - name: setup-pixi
+        uses: prefix-dev/setup-pixi@v0.9.4
+      - name: Run tests
+        run: pixi run test
diff --git a/.gitignore b/.gitignore
index d9c825d..8889432 100644
--- a/.gitignore
+++ b/.gitignore
@@ -14,7 +14,6 @@ build/
 dist/
 wheels/
 *.egg-info
-src/clio_tools/_version.py
 
 # Virtual environments
 .venv
diff --git a/CITATION.cff b/CITATION.cff
index af4eee7..4c54fa2 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -3,7 +3,7 @@
 # https://citation-file-format.github.io/
 cff-version: 1.2.0
 message: Please cite this project using the metadata from this file.
-title: "modelblocks - Re-usable building blocks for energy system models"
+title: "modelblocks - Reusable building blocks for energy system models"
 repository: https://github.com/modelblocks-org/docs
 license: Apache 2.0
 version: 0.0.1
diff --git a/README.md b/README.md
index e842d2c..6cbe901 100644
--- a/README.md
+++ b/README.md
@@ -1,15 +1,23 @@
-# A framework for modular and easy to understand energy modelling tools
+# Modelblocks documentation
 
-`clio` aims to be a collection modularisation guidelines and tools that help energy modellers produce high-quality research that is repeatable, understanable and easy to use.
+`modelblocks` aims to be a collection modular tools and modularisation guidelines that help energy modellers produce high-quality research that is repeatable, understanable, and easy to use.
 
-Please read all about it in our [documentation](https://clio.readthedocs.io/en/stable/)!
+Please read all about it in our [documentation](https://modelblocks.readthedocs.io/en/stable/)!
 
-## `clio` development
+## `modelblocks` documentation development
 
-Install [`pixi`](https://pixi.sh/latest/) and run:
+We rely on [`pixi`](https://pixi.sh/latest/) for development and maintenance.
+To install, simply run the following:
 
 ```bash
-git clone git@github.com:calliope-project/clio.git
-cd clio
-pixi install --all  # Installs both default and developer dependencies
+git clone git@github.com:modelblocks-org/docs.git
+cd docs
+pixi install --all
 ```
+
+## Helper commands
+
+- `pixi run build-docs`: build a local version of the documentation
+- `pixi run serve-docs`: render the documentation on your browser
+- `pixi run style`: run CI linting, refractoring and spellchecking
+- `pixi run test`: quick local test of the documentation
diff --git a/docs/Background/our_framework.md b/docs/Background/our_framework.md
index ed8e531..ed19e42 100644
--- a/docs/Background/our_framework.md
+++ b/docs/Background/our_framework.md
@@ -42,29 +42,31 @@ These are topic-specific data-generating [`snakemake`](https://snakemake.github.
     Below is an example of how a data module can be accessed by another workflow.
 
     ```python
-    # Include local module configuration.
-    configfile: "config/modules/foobar.yaml"
+    # Load the module configuration
+    with open(workflow.source_path("config/geoboundaries.yaml"), "r") as file:
+        config_geoboundaries = yaml.safe_load(file.read())
 
-    module foobar:
+    module geoboundaries:
         # Request a specific module version.
         snakefile:
             github(
-                "calliope-project/foobar",
+                "modelblocks-org/module_geo_boundaries",
                 path="workflow/Snakefile",
-                tag="v1.0.0"
+                tag="v0.1.9"
             )
-        # Module configuration has its own key to ensure isolation.
-        config: config["foobar"]
-        # A prefix is added to isolate module input/output files.
-        prefix: "results/module_foobar"
+        # Specify the module configuration.
+        config: config_geoboundaries
+        # Pathvars let you tune input/output file location.
+        pathvars:
+            shapes="results/module_geoboundaries/shapes.parquet"
 
     # Rewrite rule names to avoid naming conflicts
-    use rule * from foobar as module_foobar_*
+    use rule * from geoboundaries as module_geoboundaries_*
     ```
 
 ??? note "Template"
 
-    All data modules should follow [our standardised template](https://github.com/calliope-project/data-module-template).
+    All data modules should follow [our standardised template](https://github.com/modelblocks-org/data-module-template).
     This template provides a baseline for developers to ensure the following.
 
     - Version-specific access via version tags.
@@ -81,9 +83,9 @@ These are study-specific workflows that combine the outputs of all other types o
     Since they tend to be study-specific, they will rarely (if ever) be accessed by other tools or components.
     It is perfectly possible to ensure that a model builder can be accessed modularly, but this is not required.
 
-## The `clio_tools` integration utilities
+## The `clio_tools` integration utility
 
-To save time and enable component developers to check against the latest `clio` standards, we provide the `clio_tools` library.
+To save time and enable component developers to check against the latest `modelblocks` standards, we provide the `clio_tools` library.
 This is a set of useful utility functions, geared towards ensuring smooth interfacing.
 
-For more information, check [`clio_tools`](https://github.com/modelblocks-org/clio-tools)
+For more information, check [`clio_tools`](https://github.com/modelblocks-org/clio-tools).
diff --git a/docs/Developer_guidelines/getting_started.md b/docs/Developer_guidelines/getting_started.md
index fc6b241..6de7b61 100644
--- a/docs/Developer_guidelines/getting_started.md
+++ b/docs/Developer_guidelines/getting_started.md
@@ -13,10 +13,10 @@ If you don't, we recommend following `mamba`'s [installation advice](https://git
     mamba install -c conda-forge copier
     ```
 
-2. Call the `copier` template of the type of component you wish to make. Currently, we only support [data modules](https://github.com/calliope-project/data-module-template).
+2. Call the `copier` template of the type of component you wish to make. Currently, we only support [data modules](https://github.com/modelblocks-org/data-module-template).
 
     ```shell
-    copier copy 'https://github.com/calliope-project/data-module-template'
+    copier copy 'https://github.com/modelblocks-org/data-module-template'
     ```
 
 3. You'll be prompted with some questions. After answering them, `copier` will auto-generate the module for you.
diff --git a/docs/Developer_guidelines/requirements.md b/docs/Developer_guidelines/requirements.md
index 5eac661..65564a0 100644
--- a/docs/Developer_guidelines/requirements.md
+++ b/docs/Developer_guidelines/requirements.md
@@ -4,7 +4,7 @@
 
 We enforce the following requirements in all projects.
 
-1. **Open-source code**: projects must use either MIT or Apache 2.0, which are both [OSI approved](https://opensource.org/licenses) open-source licenses, and they must be openly available in platforms such as GitHub.
+1. **Open-source code**: projects must use either Apache 2.0 or MIT open-source licenses, which are [OSI approved](https://opensource.org/licenses), and they must be openly available in platforms such as GitHub.
 2. **Open data**: data produced by projects (dataset tools and data modules in particular) should use a [CC-BY-4.0 license](https://creativecommons.org/licenses/by/4.0/) whenever possible.
 3. **Versioning**: projects must be version controlled with official releases, which can be used to specify the version of the project used in a study and/or dataset, and an accompanying CHANGELOG. Project developers are free to choose their preferred approach (e.g., [SemVer](https://semver.org/) or [CalVer](https://calver.org/)).
 4. **Testing**: projects must employ some type of testing to ensure quality and long-term stability. The approach will vary depending on the type of project:
@@ -46,7 +46,7 @@ The following is a list of general advice on how to format files to help tools i
 
         ???+ example "Example of a tidy table"
 
-            | year          | country_id       | shape_id         | demand       |
+            | year          | country_id       | shape_id         | demand_mwh   |
             |---------------|------------------|------------------|--------------|
             | 2020          | ITA              | North            | 4500         |
             | 2020          | ITA              | East             | 4800         |
@@ -68,20 +68,13 @@ The following is a list of general advice on how to format files to help tools i
                 "shape_id": "no_unit",
                 "demand": "mwh"
                 }
-            dataframe.attrs["source"] = "github.com/calliope-project/clio"
+            dataframe.attrs["source"] = "github.com/modelblocks-org/docs"
             dataframe.attrs["license"] = "CC-BY-4.0"
             dataframe.to_parquet('my_data.parquet')
             ```
 
 3. **Raster data**: we prefer to use GeoTIFF (.tiff) files.
 4. **Polygon data**: we prefer [GeoParquet](https://geoparquet.org/) (.parquet) files.
-
-    ??? example "Example shapefiles in our standard format"
-
-        You can find some simple examples of our standard data format in the `clio/resources/shapes` folder.
-
-        --8<-- "resources/shapes/README.md:docs"
-
 5. **Gridded data**: we prefer to use [netCDF](https://www.unidata.ucar.edu/software/netcdf/) (.nc) files.
 
 ## Metadata conventions
@@ -95,7 +88,7 @@ The following is a list of general advice on how to format files to help tools i
 
     ???+ example "Example of tabular subnational data"
 
-        | country_id       | shape_id         | shape_spec       | demand       |
+        | country_id       | shape_id         | shape_spec       | demand_mwh   |
         |------------------|------------------|------------------|--------------|
         | DEU              | DE13             | NUTS2024         | 4500         |
         | DEU              | DE14             | NUTS2024         | 4800         |
diff --git a/docs/Developer_guidelines/templates.md b/docs/Developer_guidelines/templates.md
index 9fa7ac4..c7be271 100644
--- a/docs/Developer_guidelines/templates.md
+++ b/docs/Developer_guidelines/templates.md
@@ -24,7 +24,7 @@ This would quickly become confusing without some level of standardisation, so ou
 - Automatically generated documentation in a standard format, providing a familiar structure across all data modules.
 - Automatic checks for template updates, aiding module developers in keeping up with the latest standard.
 
-URL: <https://github.com/calliope-project/data-module-template>
+URL: <https://github.com/modelblocks-org/data-module-template>
 
 ## Model builder template
 
diff --git a/docs/Modules/modules.md b/docs/Modules/modules.md
index e1e8c09..7d11212 100644
--- a/docs/Modules/modules.md
+++ b/docs/Modules/modules.md
@@ -6,12 +6,12 @@ Currently, the following data modules are available.
 
     The modules are currently in active development. A more detailed documentation showing the capability of each module will be coming soon.
 
-- [module_area_potentials](https://github.com/calliope-project/module_area_potentials)
-- [module_demand_electricity](https://github.com/calliope-project/module_demand_electricity)
-- [module_electricity_grid](https://github.com/calliope-project/module_electricity_grid)
-- [module_geoboundaries](https://github.com/calliope-project/module_geo_boundaries)
-- [module_hydropower](https://github.com/calliope-project/module_hydropower)
-- [module_powerplants](https://github.com/calliope-project/module_powerplants)
-- [module_pv_wind](https://github.com/calliope-project/module_pv_wind)
+- [module_area_potentials](https://github.com/modelblocks-org/module_area_potentials)
+- [module_demand_electricity](https://github.com/modelblocks-org/module_demand_electricity)
+- [module_electricity_grid](https://github.com/modelblocks-org/module_electricity_grid)
+- [module_geoboundaries](https://github.com/modelblocks-org/module_geo_boundaries)
+- [module_hydropower](https://github.com/modelblocks-org/module_hydropower)
+- [module_powerplants](https://github.com/modelblocks-org/module_powerplants)
+- [module_pv_wind](https://github.com/modelblocks-org/module_pv_wind)
 
 If you think that an important topic is not covered by the modules above, feel free to develop your own module! Please read the [developer guidelines](../Developer_guidelines/getting_started.md) to learn how to get started. Our templates and recommended good practices are ready to help you, so your module will work smoothly from the start.
diff --git a/docs/index.md b/docs/index.md
index 6a07768..4766520 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,11 +1,11 @@
 # Home
 
-Welcome to [`clio`](https://github.com/calliope-project/clio)!
+Welcome to the [`modelblocks`](https://www.modelblocks.org/) documentation!
 
 Our main purpose is enabling energy researchers and institutions to share, reuse and improve the data workflows used to construct Energy System Models in a decentralised way.
 We aim to do this by providing an expanding collection of high-quality modular workflows used for peer-reviewed research, inspired by `snakemake`'s [workflow catalog](https://snakemake.github.io/snakemake-workflow-catalog/).
 
-In essence, we wish to turn very complex models that are hard to maintain and reuse into a range of digestible, well supported tools that get better and better over time!
+We wish to turn very complex models that are hard to maintain and reuse into a range of digestible, well supported tools that get better and better over time!
 
 ![modules](./images/modular.png)
 
diff --git a/mkdocs.yaml b/mkdocs.yaml
index 1717ddc..72341d7 100644
--- a/mkdocs.yaml
+++ b/mkdocs.yaml
@@ -2,7 +2,7 @@
 
 site_name: modelblocks
 site_url: https://modelblocks.readthedocs.io/
-repo_name: clio
+repo_name: docs
 repo_url: https://github.com/modelblocks-org/docs/
 edit_uri: edit/main/docs/
 theme:
@@ -22,24 +22,24 @@ theme:
       toggle:
         icon: material/brightness-auto
         name: Switch to light mode
-      primary: red
-      accent: pink
+      primary: teal
+      accent: blue grey
     # Palette toggle for light mode
     - media: "(prefers-color-scheme: light)"
       scheme: default
       toggle:
         icon: material/weather-sunny
         name: Switch to dark mode
-      primary: red
-      accent: pink
+      primary: teal
+      accent: blue grey
     # Palette toggle for dark mode
     - media: "(prefers-color-scheme: dark)"
       scheme: slate
       toggle:
         icon: material/weather-night
         name: Switch to system preference
-      primary: red
-      accent: pink
+      primary: teal
+      accent: blue grey
 markdown_extensions:
   - admonition
   - pymdownx.tasklist:
diff --git a/pixi.lock b/pixi.lock
index e6a0807..d58870f 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -20,6 +20,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.2.1-pyh707e725_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/editorconfig-0.17.1-pyhe01879c_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ghp-import-2.1.0-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/gitdb-4.0.12-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/gitpython-3.1.46-pyhd8ed1ab_0.conda
@@ -32,6 +33,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/icu-78.3-h33c6efd_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.8.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jsbeautifier-1.15.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.45.1-default_hbd61a6d_102.conda
@@ -63,9 +65,11 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/paginate-0.5.7-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-1.0.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.4-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.20.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pymdown-extensions-10.21.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.3-h32b2ec7_101_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
@@ -78,6 +82,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/smmap-5.0.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.8.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h366c992_103.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.15.0-h396c80c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
@@ -99,6 +104,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.2.1-pyh707e725_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/editorconfig-0.17.1-pyhe01879c_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ghp-import-2.1.0-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/gitdb-4.0.12-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/gitpython-3.1.46-pyhd8ed1ab_0.conda
@@ -111,6 +117,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/icu-78.3-hef89b57_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.8.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jsbeautifier-1.15.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcxx-22.1.2-h55c6f16_0.conda
@@ -138,9 +145,11 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/paginate-0.5.7-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-1.0.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.4-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.20.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pymdown-extensions-10.21.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha55dd90_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/python-3.14.3-h4c637c5_101_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
@@ -153,6 +162,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/smmap-5.0.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.8.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/tk-8.6.13-h010d191_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.15.0-h396c80c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
@@ -174,6 +184,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/click-8.2.1-pyh7428d3b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/colorama-0.4.6-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/editorconfig-0.17.1-pyhe01879c_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/ghp-import-2.1.0-pyhd8ed1ab_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/gitdb-4.0.12-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/gitpython-3.1.46-pyhd8ed1ab_0.conda
@@ -185,6 +196,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.11-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-8.8.0-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/jsbeautifier-1.15.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libexpat-2.7.5-hac47afa_0.conda
@@ -210,9 +222,11 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/paginate-0.5.7-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-1.0.4-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.9.4-pyhcf101f3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.20.0-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pymdown-extensions-10.21.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyh09c184e_7.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/python-3.14.3-h4b44e0e_101_cp314.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhe01879c_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python_abi-3.14-8_cp314.conda
@@ -224,6 +238,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/smmap-5.0.2-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.8.3-pyhd8ed1ab_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/tk-8.6.13-h6ed50ae_3.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.1-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.15.0-h396c80c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/typing_extensions-4.15.0-pyhcf101f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2025c-hc9c84f9_1.conda
@@ -439,6 +454,15 @@ packages:
   license: BSD-2-Clause AND PSF-2.0
   size: 23884
   timestamp: 1752059551405
+- conda: https://conda.anaconda.org/conda-forge/noarch/exceptiongroup-1.3.1-pyhd8ed1ab_0.conda
+  sha256: ee6cf346d017d954255bbcbdb424cddea4d14e4ed7e9813e429db1d795d01144
+  md5: 8e662bd460bda79b1ea39194e3c4c9ab
+  depends:
+  - python >=3.10
+  - typing_extensions >=4.6.0
+  license: MIT and PSF-2.0
+  size: 21333
+  timestamp: 1763918099466
 - conda: https://conda.anaconda.org/conda-forge/noarch/ghp-import-2.1.0-pyhd8ed1ab_2.conda
   sha256: 40fdf5a9d5cc7a3503cd0c33e1b90b1e6eab251aaaa74e6b965417d089809a15
   md5: 93f742fe078a7b34c29a182958d4d765
@@ -571,6 +595,15 @@ packages:
   license_family: APACHE
   size: 34387
   timestamp: 1773931568510
+- conda: https://conda.anaconda.org/conda-forge/noarch/iniconfig-2.3.0-pyhd8ed1ab_0.conda
+  sha256: e1a9e3b1c8fe62dc3932a616c284b5d8cbe3124bbfbedcf4ce5c828cb166ee19
+  md5: 9614359868482abba1bd15ce465e3c42
+  depends:
+  - python >=3.10
+  license: MIT
+  license_family: MIT
+  size: 13387
+  timestamp: 1760831448842
 - conda: https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.6-pyhcf101f3_1.conda
   sha256: fc9ca7348a4f25fed2079f2153ecdcf5f9cf2a0bc36c4172420ca09e1849df7b
   md5: 04558c96691bed63104678757beb4f8d
@@ -1144,6 +1177,16 @@ packages:
   license_family: MIT
   size: 25646
   timestamp: 1773199142345
+- conda: https://conda.anaconda.org/conda-forge/noarch/pluggy-1.6.0-pyhf9edf01_1.conda
+  sha256: e14aafa63efa0528ca99ba568eaf506eb55a0371d12e6250aaaa61718d2eb62e
+  md5: d7585b6550ad04c8c5e21097ada2888e
+  depends:
+  - python >=3.9
+  - python
+  license: MIT
+  license_family: MIT
+  size: 25877
+  timestamp: 1764896838868
 - conda: https://conda.anaconda.org/conda-forge/noarch/pygments-2.20.0-pyhd8ed1ab_0.conda
   sha256: cf70b2f5ad9ae472b71235e5c8a736c9316df3705746de419b59d442e8348e86
   md5: 16c18772b340887160c79a6acc022db0
@@ -1184,6 +1227,25 @@ packages:
   license_family: BSD
   size: 21085
   timestamp: 1733217331982
+- conda: https://conda.anaconda.org/conda-forge/noarch/pytest-9.0.2-pyhcf101f3_0.conda
+  sha256: 9e749fb465a8bedf0184d8b8996992a38de351f7c64e967031944978de03a520
+  md5: 2b694bad8a50dc2f712f5368de866480
+  depends:
+  - pygments >=2.7.2
+  - python >=3.10
+  - iniconfig >=1.0.1
+  - packaging >=22
+  - pluggy >=1.5,<2
+  - tomli >=1
+  - colorama >=0.4
+  - exceptiongroup >=1
+  - python
+  constrains:
+  - pytest-faulthandler >=2
+  license: MIT
+  license_family: MIT
+  size: 299581
+  timestamp: 1765062031645
 - conda: https://conda.anaconda.org/conda-forge/linux-64/python-3.14.3-h32b2ec7_101_cp314.conda
   build_number: 101
   sha256: cb0628c5f1732f889f53a877484da98f5a0e0f47326622671396fb4f2b0cd6bd
@@ -1438,6 +1500,16 @@ packages:
   license_family: BSD
   size: 3526350
   timestamp: 1769460339384
+- conda: https://conda.anaconda.org/conda-forge/noarch/tomli-2.4.1-pyhcf101f3_0.conda
+  sha256: 91cafdb64268e43e0e10d30bd1bef5af392e69f00edd34dfaf909f69ab2da6bd
+  md5: b5325cf06a000c5b14970462ff5e4d58
+  depends:
+  - python >=3.10
+  - python
+  license: MIT
+  license_family: MIT
+  size: 21561
+  timestamp: 1774492402955
 - conda: https://conda.anaconda.org/conda-forge/noarch/typing-extensions-4.15.0-h396c80c_0.conda
   sha256: 7c2df5721c742c2a47b2c8f960e718c930031663ac1174da67c1ed5999f7938c
   md5: edd329d7d3a4ab45dcf905899a7a6115
diff --git a/pixi.toml b/pixi.toml
index 2c39e80..1b4605f 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -16,4 +16,5 @@ mkdocs-material = ">=9.7.6"
 mkdocs-git-committers-plugin-2 = ">=2.5.0"
 mkdocstrings = ">=1.0.3"
 mkdocs-mermaid2-plugin = ">=1.2.3"
-mkdocstrings-python = ">=2.0.2,<3"
+mkdocstrings-python = ">=2.0.2"
+pytest = ">=9.0.2"
diff --git a/tests/data_module_test/docs_test.py b/tests/data_module_test/docs_test.py
index 282a49f..4ea0a84 100644
--- a/tests/data_module_test/docs_test.py
+++ b/tests/data_module_test/docs_test.py
@@ -2,8 +2,9 @@
 
 import subprocess
 
+
 def test_mkdocs_builds(tmp_path, pytestconfig):
-    """Run a basic check on the """
+    """Run a basic check on the"""
     project_root = pytestconfig.rootpath
 
     result = subprocess.run(