diff --git a/cfbs/cfbs_config.py b/cfbs/cfbs_config.py
index aa7b00b..88e7187 100644
--- a/cfbs/cfbs_config.py
+++ b/cfbs/cfbs_config.py
@@ -131,30 +131,43 @@ def _add_using_url(
         remote_config = CFBSJson(path=config_path, url=url, url_commit=url_commit)
 
         provides = remote_config.get_provides()
+        add_all = True
         # URL specified in to_add, but no specific modules => let's add all (with a prompt)
         if len(to_add) == 0:
             modules = list(provides.values())
-            print("Found %d modules in '%s':" % (len(modules), url))
-            for m in modules:
-                print("  - " + m["name"])
             if not any(modules):
                 user_error("no modules available, nothing to do")
-            if not self.non_interactive:
+            print("Found %d modules in '%s':" % (len(modules), url))
+            for m in modules:
+                deps = m.get("dependencies", [])
+                deps = "" if not deps else " (Depends on: " + ", ".join(deps) + ")"
+                print("  - " + m["name"] + deps)
+            if len(modules) > 1 and not self.non_interactive:
                 answer = prompt_user(
                     non_interactive=self.non_interactive,
                     prompt="Do you want to add all %d of them?" % (len(modules)),
                     choices=YES_NO_CHOICES,
-                    default="no",
+                    default="yes",
                 )
                 if answer.lower() not in ("y", "yes"):
-                    return
+                    add_all = False
         else:
             missing = [k for k in to_add if k not in provides]
             if missing:
                 user_error("Missing modules: " + ", ".join(missing))
             modules = [provides[k] for k in to_add]
 
-        for module in modules:
+        for i, module in enumerate(modules, start=1):
+            if not add_all:
+                answer = prompt_user(
+                    non_interactive=self.non_interactive,
+                    prompt="(%d/%d) Do you want to add '%s'?"
+                    % (i, len(modules), module["name"]),
+                    choices=YES_NO_CHOICES,
+                    default="yes",
+                )
+                if answer.lower() not in ("y", "yes"):
+                    continue
             self.add_with_dependencies(module, remote_config)
 
     @staticmethod
diff --git a/cfbs/commands.py b/cfbs/commands.py
index 66d4813..c05ab09 100644
--- a/cfbs/commands.py
+++ b/cfbs/commands.py
@@ -240,7 +240,7 @@ def init_command(index=None, masterfiles=None, non_interactive=False) -> int:
     CFBSConfig.reload()
 
     branch = None
-    to_add = ""
+    to_add = []
     if masterfiles is None:
         if prompt_user(
             non_interactive,
@@ -248,16 +248,18 @@ def init_command(index=None, masterfiles=None, non_interactive=False) -> int:
             choices=YES_NO_CHOICES,
             default="yes",
         ) in ("yes", "y"):
-            to_add = "masterfiles"
+            to_add = ["masterfiles"]
         else:
-            to_add = prompt_user(
-                non_interactive,
-                "Specify policy set to use instead (empty to skip)",
-                default="",
-            )
+            to_add = [
+                prompt_user(
+                    non_interactive,
+                    "Specify policy set to use instead (empty to skip)",
+                    default="",
+                )
+            ]
     elif re.match(r"[0-9]+(\.[0-9]+){2}(\-[0-9]+)?", masterfiles):
         log.debug("--masterfiles=%s appears to be a version number" % masterfiles)
-        to_add = "masterfiles@%s" % masterfiles
+        to_add = ["masterfiles@%s" % masterfiles]
     elif masterfiles != "no":
         """This appears to be a branch. Thus we'll add masterfiles normally
         and try to do the necessary modifications needed afterwards. I.e.
@@ -266,7 +268,7 @@ def init_command(index=None, masterfiles=None, non_interactive=False) -> int:
 
         log.debug("--masterfiles=%s appears to be a branch" % masterfiles)
         branch = masterfiles
-        to_add = "masterfiles"
+        to_add = ["masterfiles"]
 
     if branch is not None:
         remote = "https://github.com/cfengine/masterfiles"
@@ -276,9 +278,9 @@ def init_command(index=None, masterfiles=None, non_interactive=False) -> int:
                 "Failed to find branch or tag %s at remote %s" % (branch, remote)
             )
         log.debug("Current commit for masterfiles branch %s is %s" % (branch, commit))
-        to_add = "%s@%s" % (remote, commit)
+        to_add = ["%s@%s" % (remote, commit), "masterfiles"]
     if to_add:
-        ret = add_command([to_add])
+        ret = add_command(to_add, added_by="cfbs init")
         if ret != 0:
             return ret