diff --git a/scripts/tag-and-release.sh b/scripts/tag-and-release.sh
new file mode 100755
index 00000000..0a110ada
--- /dev/null
+++ b/scripts/tag-and-release.sh
@@ -0,0 +1,88 @@
+#!/usr/bin/env bash
+
+# Determine our name for use in the help message.
+SCRIPT=$(basename $(realpath $0))
+
+# ANSI color codes for the console.
+reset="\033[0m"
+bold="\033[1m"
+ital="\033[3m" # does not work on OS X
+
+# Function used to highlight text.
+function hi() {
+    echo -e "$bold$@$reset"
+}
+
+# The last version that was tagged.
+LATEST=$(git describe --tags `git rev-list --tags --max-count=1` | tr -d 'v')
+
+# Date since the last release.  We will search for commits newer than this.
+SINCE=$(git log -1 --format=%as v$LATEST)
+
+function help() {
+    less -RX << EOF
+
+$(hi NAME)
+    $SCRIPT
+
+$(hi DESCRIPTION)
+    Tags and generates a GitHub release for all commits that have "Automatic" in the
+    commit messages.  These will be the commits that were generated by the packaging
+    GitHub action.
+
+$(hi SYNOPSIS)
+    $SCRIPT --since DATE --latest TAG_NAME
+
+$(hi OPTIONS)
+    -l|--latest   the tag name of the last commit that was tagged. Default to $LATEST
+    -s|--since    search the git log after this date (YYYY-MM-DD). Defaults to $SINCE
+    -h|--help     prints this help message and exits
+
+    The $(hi --latest) and $(hi --since) fields will be determined from the Git log
+    if they are not provided.
+
+Press $(hi Q) to quit this help.
+
+EOF
+}
+
+while [[ $# > 0 ]] ; do
+    case $1 in
+      -l|--latest)
+        LATEST=$2
+        shift
+        ;;
+      -s|--since)
+        SINCE=$2
+        shift
+        ;;
+      -h|--help|help)
+        help
+        exit
+        ;;
+      *)
+        echo "Invalid option $1"
+        echo "Run $(hi $SCRIPT help) for usage information"
+        exit
+    esac
+    shift
+done
+PREVIOUS="v$LATEST"
+
+# Search the git log for commits that did an Automatic version bump.
+git log --oneline --grep=Automatic --since=$SINCE | awk '{print $1,$NF}' | grep -v $LATEST | tail -r | while read -r line ; do
+	commit=$(echo $line | awk '{print $1}')
+	tag=v$(echo $line | awk '{print $2}')
+	# Get the actual date the commit was made
+	export GIT_COMMITTER_DATE=$(git show --format=%aD $commit | head -1)
+	# Tag the commit
+	echo "Tagging $commit as $tag $GIT_COMMITTER_DATE"
+	git checkout $commit
+	git tag -a -m "Automatic tagging of $tag" $tag
+	git push origin $tag
+	# Generate the release.
+	gh release create $tag --generate-notes --latest --notes-start-tag $PREVIOUS
+	PREVIOUS=$tag
+done 
+git checkout master
+echo "Done."
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