diff --git a/RELEASE.txt b/RELEASE.txt
index c7140d34..9e5e27f6 100644
--- a/RELEASE.txt
+++ b/RELEASE.txt
@@ -13,13 +13,9 @@ How to make a new release of ``scikits.image``
 
 - Publish on PyPi:
 
-  python setup.py register
-
-- Ideally, the step above would be replaced by
-
   python setup.py sdist upload
+  
+  (not sure if "python setup.py register" is needed before that)
 
-  but this doesn't work at the moment.
-
-- Increase the version number in the setup.py file to ``0.2dev``.
+- Increase the version number in the setup.py file to ``0.Xdev``.