diff --git a/content/gh_workflow.md b/content/gh_workflow.md
index c88f6a8..105d8be 100644
--- a/content/gh_workflow.md
+++ b/content/gh_workflow.md
@@ -46,7 +46,9 @@ on GitHub and create a copy to your namespace.
 
 **Step 3**: Add the GitHub Action to your new Git repository.
 - Add a new file at `.github/workflows/documentation.yml` (either through terminal or web interface), containing:
-```yaml
+```{code-block} yaml
+:linenos:
+:emphasize-lines: 16,19
 name: documentation
 
 on: [push, pull_request, workflow_dispatch]
@@ -75,8 +77,11 @@ jobs:
           publish_dir: _build/
           force_orphan: true
 ```
-- You don't need to understand all of the above, but you
-  might spot familiar commands in the `run:` sections.
+- You don't need to understand all of the above
+  -- you should mainly pay attention the highlighted lines
+  which are shell commands (we know this because they are part of a `run: |` section).
+  The first uses `pip` to install the dependencies and the second runs `sphinx-build`
+  to actually build the documentation (as we saw in the previous episode).
 - After the file has been committed (and pushed),
   check the action at `https://github.com/USER/documentation-example/actions`
   (replace `USER` with your GitHub username).
@@ -98,13 +103,15 @@ jobs:
 - Commit some changes to your documentation
 - Verify that the documentation website refreshes after your changes (can take few seconds or a minute)
 ````
+
 ## Exercise - Sphinx documentation on GitHub Pages
-````{exercise} GH-Pages-2: Deploy Sphinx documentation to GitHub Pages
+````{exercise} GH-Pages-2: Putting it all together 
+
 1. Follow the above instructions to create a new repository with a Sphinx documentation project;
 2. Try adding one or more of the following to your Sphinx project:  
-   a. API documentation (see [previous exercise](#api-exercise) on API references)  
-   b. a Jupyter notebook (see [previous exercise](#jupyter-exercise) on Jupyter notebooks)  
-   c. change the theme (see the end of [the quickstart](#quickstart))  
+   1. API documentation (see [previous exercise](#api-exercise) on API references) which requires the `sphinx-autodoc2` package.
+   2. a Jupyter notebook (see [previous exercise](#jupyter-exercise) on Jupyter notebooks) which requires the `myst-nb` package.
+   3. change the theme (see the end of [the quickstart](#quickstart)). You can browse themes and find their package names on the [Sphinx themes gallery](https://sphinx-themes.org/#themes).
 
    ```{important}
       The computer on which the GitHub actions run is *not* your local machine,
@@ -112,9 +119,30 @@ jobs:
       Make sure you update the dependencies (installed with `pip` in the demonstration) appropriately.      
    ```
    ```{important}
-      Make sure the correct file paths are used where appropriate.
+      Make sure the correct file paths are used. This will require adjusting paths from the example from the previous episode to the new layout. Note many paths, including e.g. the `autodoc2_packages` preference are now relative to the `doc/` directory.
    ```
 What do you need to change in the workflow file?
+
+```{solution} Solution
+1. **API documentation**
+   1. Change line 16 of `.github/workflows/documentation.yml` from `pip install sphinx sphinx_rtd_theme myst_parser` to `pip install sphinx sphinx_rtd_theme myst_parser sphinx-autodoc2`.
+   2. Follow the instructions in [Sphinx-3](#api-exercise) changing paths so that:
+      1. `multiply.py` is `src/multiply.py` and is specified as `../src/multiply.py` in the `autodoc2_packages` preference in `conf.py`
+      2. `conf.py` is `doc/conf.py`
+      3. `index.md` is `doc/index.md`.
+   3. Commit and push your changes, verify the action has run successfully, and view the built site in your browser.
+2. **a Jupyter notebook**
+   1. Change line 16 of `.github/workflows/documentation.yml` from `pip install sphinx sphinx_rtd_theme myst_parser` to `pip install sphinx sphinx_rtd_theme myst_parser myst-nb`.
+   2. Follow the instructions in [Sphinx-4](#jupyter-exercise) changing paths so that:
+      1. `flower.md` is `docs/flower.md`
+      2. `conf.py` is `doc/conf.py`
+      3. `index.md` is `doc/index.md`.
+   3. Commit and push your changes, verify the action has run successfully, and view the built site in your browser.
+3. **change the theme**
+   1. Change line 16 of `.github/workflows/documentation.yml` and add the theme package if necessary.
+   2. In `docs/config.py` change `html_theme = 'sphinx_rtd_theme'` to the name of your chosen theme.
+   3. Commit and push your changes, verify the action has run successfully, and view the built site in your browser.
+```
 ````
 
 ## Alternatives to GitHub Pages