diff --git a/setup.py b/setup.py
--- a/setup.py
+++ b/setup.py
@@ -50,6 +50,10 @@
     extras_require={'testing': parse_requirements('test')},
     vcversioner={},
     include_package_data=True,
+    entrypoints='''
+        [swh.workers]
+        loader.package=swh.loader.package:register
+    ''',
     classifiers=[
         "Programming Language :: Python :: 3",
         "Intended Audience :: Developers",
diff --git a/swh/loader/package/__init__.py b/swh/loader/package/__init__.py
--- a/swh/loader/package/__init__.py
+++ b/swh/loader/package/__init__.py
@@ -4,6 +4,8 @@
 # See top-level LICENSE file for more information
 
 
+from typing import Any, Mapping
+
 try:
     from swh.loader.core._version import __version__   # type: ignore
 except ImportError:
@@ -17,3 +19,9 @@
         )
     }
 }
+
+
+def register() -> Mapping[str, Any]:
+    return {
+        'task_modules': ['%s.tasks' % __name__],
+    }
diff --git a/swh/loader/package/tasks.py b/swh/loader/package/tasks.py
--- a/swh/loader/package/tasks.py
+++ b/swh/loader/package/tasks.py
@@ -19,7 +19,7 @@
 
 
 @shared_task(name=__name__ + '.LoadDebian')
-def load_debian(*, url, date, packages):
+def load_deb(*, url, date, packages):
     return DebianLoader(url, date, packages).load()