diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 86932c4..4caefbc 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -15,7 +15,7 @@ test:
         - cd $GOPATH/src/$CI_PROJECT_PATH
         - go get -u github.com/golang/dep/cmd/dep
         - $GOPATH/bin/dep ensure
-        - go test $(go list ./... | grep -v /vendor/)
+        - ./script/coverage
 
 build:
     image: docker:latest
diff --git a/script/coverage b/script/coverage
new file mode 100755
index 0000000..680e4fb
--- /dev/null
+++ b/script/coverage
@@ -0,0 +1,46 @@
+#!/bin/sh
+# Based on https://github.com/mlafeldt/chef-runner/blob/34269dbb726c243dff9764007e7bd7f0fe9ee331/script/coverage
+# Generate test coverage statistics for Go packages.
+#
+# Works around the fact that `go test -coverprofile` currently does not work
+# with multiple packages, see https://code.google.com/p/go/issues/detail?id=6909
+#
+# Usage: script/coverage [--html]
+#
+#     --html      Additionally create HTML report and open it in browser
+#
+
+set -e
+
+workdir=.cover
+profile="$workdir/cover.out"
+mode=count
+
+generate_cover_data() {
+    rm -rf "$workdir"
+    mkdir "$workdir"
+
+    go test -i "$@" # compile dependencies first before serializing go test invocations
+    for pkg in "$@"; do
+        f="$workdir/$(echo $pkg | tr / -).cover"
+        go test -covermode="$mode" -coverprofile="$f" "$pkg"
+    done
+
+    echo "mode: $mode" >"$profile"
+    grep -h -v "^mode:" "$workdir"/*.cover >>"$profile"
+}
+
+show_cover_report() {
+    go tool cover -${1}="$profile"
+}
+
+generate_cover_data $(go list ./... | grep -v /vendor/)
+show_cover_report func
+case "$1" in
+"")
+    ;;
+--html)
+    show_cover_report html ;;
+*)
+    echo >&2 "error: invalid option: $1"; exit 1 ;;
+esac
diff --git a/script/test b/script/test
new file mode 100755
index 0000000..fd4a6b4
--- /dev/null
+++ b/script/test
@@ -0,0 +1,27 @@
+#!/bin/sh
+# Based on https://github.com/mlafeldt/chef-runner/blob/34269dbb726c243dff9764007e7bd7f0fe9ee331/script/test
+# Run package tests for a file/directory, or all tests if no argument is passed.
+# Useful to e.g. execute package tests for the file currently open in Vim.
+# Usage: script/test [path]
+
+set -e
+
+go_pkg_from_path() {
+    path=$1
+    if test -d "$path"; then
+        dir="$path"
+    else
+        dir=$(dirname "$path")
+    fi
+    (cd "$dir" && go list)
+}
+
+if test $# -gt 0; then
+    pkg=$(go_pkg_from_path "$1")
+    verbose=-v
+else
+    pkg=$(go list ./... | grep -v /vendor/)
+    verbose=
+fi
+
+exec go test ${GOTESTOPTS:-$verbose} $pkg