diff --git a/documentation/automations/reference/python_scripts.md b/documentation/automations/reference/python_scripts.md
index 521bf7244ff..5ff47a8fda4 100644
--- a/documentation/automations/reference/python_scripts.md
+++ b/documentation/automations/reference/python_scripts.md
@@ -1,6 +1,10 @@
 # Python Scripts
 
-| Name                                                                                                           | Description                                                         |
-| -------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------- |
-| [`issues_with_prs.py`](https://github.com/WordPress/openverse/blob/main/automations/python/issues_with_prs.py) | Move issue cards with linked PRs from one project column to another |
-| [`sync_labels.py`](https://github.com/WordPress/openverse/blob/main/automations/python/sync_labels.py)         | Ensure the presence of a consistent set of labels on all repos      |
+| Name                                                                                                                                   | Description                                                                                                     |
+| :------------------------------------------------------------------------------------------------------------------------------------- | :-------------------------------------------------------------------------------------------------------------- |
+| [`generate_report.py`](https://github.com/WordPress/openverse/blob/main/automations/python/workflows/generate_report.py)               | Generate a completion report for the CI + CD workflow.                                                          |
+| [`get_commit_message.py`](https://github.com/WordPress/openverse/blob/main/automations/python/workflows/get_commit_message.py)         | Get the COMMIT_MESSAGE environment variable and convert it into a single line of text.                          |
+| [`get_folder_differences.py`](https://github.com/WordPress/openverse/blob/main/automations/python/workflows/get_folder_differences.py) | Determine which files have changed in the documentation preview between the preview branch and the main branch. |
+| [`get_label_groups.py`](https://github.com/WordPress/openverse/blob/main/automations/python/workflows/get_label_groups.py)             | Get all the grouped labels as a mapping of group name to label group.                                           |
+| [`set_matrix_images.py`](https://github.com/WordPress/openverse/blob/main/automations/python/workflows/set_matrix_images.py)           | Determine which Docker images to build and publish.                                                             |
+| [`write_changelog.py`](https://github.com/WordPress/openverse/blob/main/automations/python/workflows/write_changelog.py)               | Writes Changes to [Changelog](https://github.com/WordPress/openverse/blob/main/documentation/changelogs)        |