diff --git a/template/CONTRIBUTING.md.jinja b/template/CONTRIBUTING.md.jinja
index 347a83c..4f3fbed 100644
--- a/template/CONTRIBUTING.md.jinja
+++ b/template/CONTRIBUTING.md.jinja
@@ -11,104 +11,101 @@ issue on our GitHub repository.
 
 {% if for_seedcase -%}
 If you would like to contribute content, please check out our
-[guidebook](https://guidebook.seedcase-project.org/) for more specific
-details on how we work and develop. It is a regularly evolving document,
-so is at various states of completion.
+[guidebook](https://guidebook.seedcase-project.org/) for more specific details
+on how we work and develop. It is a regularly evolving document, so is at
+various states of completion.
 {%- endif %}
 
 To contribute to `{{ github_repo }}`, you first need to install
 [uv](https://docs.astral.sh/uv/) and
-[justfile](https://just.systems/man/en/packages.html). We use uv and
-justfile to manage our package, such as to run checks and test the
-template. Both the uv and justfile websites have a more detailed guide
-on using uv, but below are some simple instructions to get you started.
+[justfile](https://just.systems/man/en/packages.html). We use uv and justfile to
+manage our package, such as to run checks and test the package. Both the uv and
+justfile websites have a more detailed guide on using uv, but below are some
+simple instructions to get you started.
 
-It's easiest to install uv and justfile using
-[pipx](https://pipx.pypa.io/stable/), so install that first. Then,
-install uv and justfile by running:
+It's easiest to first
+[install uv](https://docs.astral.sh/uv/getting-started/installation/) and then
+install justfile and the other tools with uv. Once you've installed uv, install
+the other tools by running:
 
-``` bash
-pipx install uv rust-just pyrefly
+```bash
+uv tool install rust-just pyrefly ruff
 ```
 
-We keep all our development workflows in the `justfile`, so you can
-explore it to see what commands are available. To see a list of commands
-available, run:
+We install Ruff and Pyrefly to make these tools available to other tools and VS
+Code.
+
+We keep all our development workflows in the `justfile`, so you can explore it
+to see what commands are available. To see a list of commands available, run:
 
 ``` bash
 just
 ```
 
-As you contribute, make sure your changes will pass our tests by opening
-a terminal so that the working directory is the root of this package's
-repository and running:
+As you contribute, make sure your changes will pass our tests by opening a
+terminal so that the working directory is the root of this package's repository
+and running:
 
 ``` bash
 just run-all
 ```
 
-When committing changes, please try to follow [Conventional
-Commits](https://decisions.seedcase-project.org/why-conventional-commits/)
-as Git messages. Using this convention allows us to be able to
-automatically create a release based on the commit message by using
+When committing changes, please try to follow
+[Conventional Commits](https://decisions.seedcase-project.org/why-conventional-commits/)
+as Git messages. Using this convention allows us to be able to automatically
+create a release based on the commit message by using
 [Cocogitto](https://decisions.seedcase-project.org/why-semantic-release-with-cocogitto/).
-If you don't use Conventional Commits when making a commit, we will
-revise the pull request title to follow that format, as we use squash
-merges when merging pull requests,
-so all other commits in the pull request will be squashed into one
-commit.
+If you don't use Conventional Commits when making a commit, we will revise the
+pull request title to follow that format, as we use squash merges when merging
+pull requests, so all other commits in the pull request will be squashed into
+one commit.
 
 ## :file_folder: Explanation of files and folders
 
-
-- `.github/`: Contains GitHub-specific files, such as issue and pull
-  request templates, workflows,
+- `.github/`: Contains GitHub-specific files, such as issue and pull request
+  templates, workflows,
   [dependabot](https://docs.github.com/en/code-security/tutorials/secure-your-dependencies/dependabot-quickstart-guide)
   configuration, pull request templates, and a
   [CODEOWNERS](https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners)
   file.
-- `tools/vulture-allowlist.py`: List of variables that shouldn't be
-  flagged by [Vulture](https://github.com/jendrikseipp/vulture) as
-  unused.
-- `tools/get-contributors.sh`: Script to get list of package
-  contributors.
+- `tools/vulture-allowlist.py`: List of variables that shouldn't be flagged by
+  [Vulture](https://github.com/jendrikseipp/vulture) as unused.
+- `tools/get-contributors.sh`: Script to get list of package contributors.
 - `tests/`: Test files for the package.
 - `src/`: Source code for the package.
 - `docs/`: Documentation about using and developing the Python package.
-- `.config/`: Contains configuration files for various tools used in the package,
-  such as:
-    - `quartodoc.py`: Custom
-      [`quartodoc`](https://machow.github.io/quartodoc/) renderer.
-    - `ruff.toml`: [Ruff](https://docs.astral.sh/ruff/) configuration file
-      for linting and formatting Python code.
+- `.config/`: Contains configuration files for various tools used in the
+  package, such as:
+  - `quartodoc.py`: Custom [`quartodoc`](https://machow.github.io/quartodoc/)
+    renderer.
+  - `ruff.toml`: [Ruff](https://docs.astral.sh/ruff/) configuration file for
+    linting and formatting Python code.
     - `rumdl.toml` and `panache.toml`: [rumdl](https://rumdl.dev) and
       [Panache](https://panache.bz) configuration file for formatting Markdown
       files in the project.
-    - `cog.toml`: [Cocogitto](https://docs.cocogitto.io) configuration file
-      for managing versions.
+  - `cog.toml`: [Cocogitto](https://docs.cocogitto.io) configuration file for
+    managing versions.
     - `cliff.toml`: [git-cliff](https://git-cliff.org) configuration file for
       creating the changelog.
-- `.copier-answers.yml`: Contains the answers you gave when copying the
-  package from the template.
-  **You should not modify this file directly.**
-- `.pre-commit-config.yaml`: [Pre-commit](https://pre-commit.com/)
-  configuration file for managing and running checks before each commit.
-- `.typos.toml`: [typos](https://github.com/crate-ci/typos) spell
-  checker configuration file.
-- `justfile`: [`just`](https://just.systems/man/en/) configuration file
-  for scripting package tasks.
+- `.copier-answers.yml`: Contains the answers you gave when copying the package
+  from the template. **You should not modify this file directly.**
+- `.pre-commit-config.yaml`: [Pre-commit](https://pre-commit.com/) configuration
+  file for managing and running checks before each commit.
+- `.typos.toml`: [typos](https://github.com/crate-ci/typos) spell checker
+  configuration file.
+- `justfile`: [`just`](https://just.systems/man/en/) configuration file for
+  scripting package tasks.
 - `.editorconfig`: Editor configuration file for
-  [EditorConfig](https://editorconfig.org/) to maintain consistent
-  coding styles across different editors and IDEs.
+  [EditorConfig](https://editorconfig.org/) to maintain consistent coding styles
+  across different editors and IDEs.
 - `CHANGELOG.md`: Changelog file for tracking changes in the package.
 - `CITATION.cff`: Structured citation metadata for your package.
 - `CONTRIBUTING.md`: Guidelines for contributing to the package.
-- `_metadata.yml`: Quarto metadata file for the website, including
-  information about the package, such as the titles and GitHub names.
-- `_quarto.yml`: Quarto configuration file for the website, including
-  settings for the website, such as the theme, navigation, and other
-  options.
-- `pyproject.toml`: Main Python package configuration file defining
-  metadata and dependencies.
-- `uv.lock`: Lockfile used by [`uv`](https://docs.astral.sh/uv/) to
-  record exact versions of installed dependencies.
+- `_metadata.yml`: Quarto metadata file for the website, including information
+  about the package, such as the titles and GitHub names.
+- `_quarto.yml`: Quarto configuration file for the website, including settings
+  for the website, such as the theme, navigation, and other options.
+- `pyproject.toml`: Main Python package configuration file defining metadata and
+  dependencies.
+- `uv.lock`: Lockfile used by [`uv`](https://docs.astral.sh/uv/) to record exact
+  versions of installed dependencies.