diff --git a/catalog-info.yaml b/catalog-info.yaml
index 1238a4a0..2c87f958 100644
--- a/catalog-info.yaml
+++ b/catalog-info.yaml
@@ -11,6 +11,16 @@ metadata:
       title: "README"
       icon: "Article"
   annotations:
+    # The openedx.org/release key is described in OEP-10:
+    #   https://open-edx-proposals.readthedocs.io/en/latest/oep-0010-proc-openedx-releases.html
+    # The FAQ might also be helpful: https://openedx.atlassian.net/wiki/spaces/COMM/pages/1331268879/Open+edX+Release+FAQ
+    # Note: This will only work if the repo is in the `openedx` org in github.  Repos in other orgs that have this
+    # setting will still be treated as if they don't want to be part of the Open edX releases.
+    openedx.org/release: null
+    # (Optional) Annotation keys and values can be whatever you want.
+    # We use it in Open edX repos to have a comma-separated list of GitHub user
+    # names that might be interested in changes to the architecture of this
+    # component.
     openedx.org/arch-interest-groups: ""
 spec:
   owner: group:committers-frontend
diff --git a/openedx.yaml b/openedx.yaml
deleted file mode 100644
index 44264910..00000000
--- a/openedx.yaml
+++ /dev/null
@@ -1,9 +0,0 @@
-# This file describes this Open edX repo, as described in OEP-2:
-# http://open-edx-proposals.readthedocs.io/en/latest/oeps/oep-0002.html#specification
-
-oeps: {}
-openedx-release:
-  # The openedx-release key is described in OEP-10:
-  #   https://open-edx-proposals.readthedocs.io/en/latest/oep-0010-proc-openedx-releases.html
-  # The FAQ might also be helpful: https://openedx.atlassian.net/wiki/spaces/COMM/pages/1331268879/Open+edX+Release+FAQ
-  ref: master