diff --git a/.circleci/config.yml b/.circleci/config.yml
index e85c70282..308d01340 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -709,6 +709,23 @@ jobs:
             go get github.com/tcnksm/ghr
             VERSION=${CIRCLE_TAG}
             ghr -t ${GITHUB_TOKEN} -u ${CIRCLE_PROJECT_USERNAME} -r ${CIRCLE_PROJECT_REPONAME} -c ${CIRCLE_SHA1} -delete ${VERSION} release_artifacts/
+  create_draft_release:
+    docker:
+      - image: circleci/golang:1.12
+    steps:
+      - attach_workspace:
+          at: /tmp/artifacts
+      - run:
+          name: Aggregate artifacts
+          command: |
+            mkdir -p release_artifacts
+            cp /tmp/artifacts/**/* release_artifacts/
+      - run:
+          name: Publish Release on GitHub
+          command: |
+            go get github.com/tcnksm/ghr
+            VERSION=$(echo release_artifacts/*.tar.xz | sed -e 's/.*clementine-\(.*\).tar.xz/\1/')
+            ghr -t ${GITHUB_TOKEN} -u ${CIRCLE_PROJECT_USERNAME} -r ${CIRCLE_PROJECT_REPONAME} -c ${CIRCLE_SHA1} -draft ${VERSION} release_artifacts/
 workflows:
   version: 2
   build_all:
@@ -778,6 +795,25 @@ workflows:
             - build_mingw
             - build_mac
             - build_source_tarball
+      - create_draft_release:
+          filters:
+            branches:
+              only: master
+            tags:
+              ignore: /.*/
+          context: github
+          requires:
+            - build_eoan_64
+            - build_eoan_32
+            - build_bionic_64
+            - build_bionic_32
+            - build_buster_64
+            - build_stretch_64
+            - build_fedora_30_64
+            - build_fedora_31_64
+            - build_mingw
+            - build_mac
+            - build_source_tarball
       - upload_artifacts:
           context: gcp
           requires: