diff --git a/docs/source/plugins.rst b/docs/source/plugins.rst
index 53fd001f2e4..bc02975d939 100644
--- a/docs/source/plugins.rst
+++ b/docs/source/plugins.rst
@@ -64,10 +64,14 @@ Accessing Full Task State
 
 If you would like to access the full :class:`distributed.scheduler.TaskState`
 stored in the scheduler you can do this by passing and storing a reference to
-the scheduler as so:
+the scheduler. This can be done in one of two ways.
+
+Firstly, you can use the ``dask_setup`` function and run the scheduler with
+``dask scheduler --preload <filename.py>``:
 
 .. code-block:: python
 
+   import click
    from distributed.diagnostics.plugin import SchedulerPlugin
 
    class MyPlugin(SchedulerPlugin):
@@ -83,6 +87,34 @@ the scheduler as so:
        plugin = MyPlugin(scheduler)
        scheduler.add_plugin(plugin)
 
+You can also use the :meth:`distributed.diagnostics.plugin.SchedulerPlugin.start` method, which will receive a reference to the scheduler:
+
+.. code-block:: python
+
+    from distributed.diagnostics.plugin import SchedulerPlugin
+
+    class MyPlugin(SchedulerPlugin):
+        def __init__(self):
+            self.scheduler = None
+
+        def start(self, scheduler):
+            self.scheduler = scheduler
+
+        def transition(self, key, start, finish, *args, **kwargs):
+            # Get full TaskState
+            ts = self.scheduler.tasks[key]
+
+    if __name__ == '__main__':
+        # Create and register the plugin in your main code
+        from distributed import Client, LocalCluster
+
+        cluster = LocalCluster()
+        client = Client(cluster)
+
+        plugin = MyPlugin()
+        client.register_plugin(plugin)
+
+
 Built-In Scheduler Plugins
 --------------------------