diff --git a/.woodpecker/release-version.yml b/.woodpecker/release-version.yml
index 21e4ea4af6..7186ef30e8 100644
--- a/.woodpecker/release-version.yml
+++ b/.woodpecker/release-version.yml
@@ -104,7 +104,8 @@ pipeline:
     - echo "$${CI_COMMIT_TAG##v}" | grep -qi '\-rc' && export RELEASETYPE="--prerelease" && echo "Uploading as Pre-Release"
     - echo "$${CI_COMMIT_TAG##v}" | grep -qi '\-test' && export RELEASETYPE="--draft" && echo "Uploading as Draft"
     - test $${RELEASETYPE+false} || echo "Uploading as Stable"
-    - tea release create $ASSETS --tag $CI_COMMIT_TAG --title $CI_COMMIT_TAG $${RELEASETYPE}
+    - anchor=$(echo $CI_COMMIT_TAG | sed -e 's/^v//' -e 's/[^a-zA-Z0-9]/-/g')
+    - tea release create $ASSETS --note "See https://codeberg.org/forgejo/forgejo/src/branch/forgejo/RELEASE-NOTES.md#$${anchor}" --tag $CI_COMMIT_TAG --title $CI_COMMIT_TAG $${RELEASETYPE}
     secrets:
       - releaseteamtoken
       - releaseteamuser