diff --git a/tox.cover.sh b/tox.cover.sh
new file mode 100755
index 000000000..2cc2484ed
--- /dev/null
+++ b/tox.cover.sh
@@ -0,0 +1,21 @@
+#!/bin/sh
+
+# This script is used by tox.ini (and thus Travis CI) in order to
+# generate separate stats for each package. It should be removed once
+# those packages are moved to separate repo.
+
+cover () {
+  # "-c /dev/null" makes sure setup.cfg is not loaded (multiple
+  # --with-cover add up, --cover-erase must not be set for coveralls
+  # to get all the data); --with-cover scopes coverage to only
+  # specific package, positional argument scopes tests only to
+  # specific package directory
+  nosetests -c /dev/null --with-cover --cover-package "$1" \
+            --cover-min-percentage="$2" "$1"
+}
+
+# don't use sequential composition (;), if letsencrypt_nginx returns
+# 0, coveralls submit will be triggered (c.f. .travis.yml,
+# after_success)
+cover letsencrypt 88 && cover acme 100 && \
+    cover letsencrypt_apache 67 && cover letsencrypt_nginx 90
diff --git a/tox.ini b/tox.ini
index 11aadf69b..0367b5498 100644
--- a/tox.ini
+++ b/tox.ini
@@ -23,10 +23,7 @@ setenv =
 basepython = python2.7
 commands =
     pip install -e .[testing]
-    nosetests --with-coverage --cover-min-percentage=68 letsencrypt
-    nosetests --with-coverage --cover-min-percentage=100 acme
-    nosetests --with-coverage --cover-min-percentage=57 letsencrypt_apache
-    nosetests --with-coverage --cover-min-percentage=58 letsencrypt_nginx
+    ./tox.cover.sh
 
 [testenv:lint]
 # recent versions of pylint do not support Python 2.6 (#97, #187)