diff --git a/taskbadger/__init__.py b/taskbadger/__init__.py
index 456570c..a03fede 100644
--- a/taskbadger/__init__.py
+++ b/taskbadger/__init__.py
@@ -1,7 +1,7 @@
 from .decorators import track
 from .integrations import Action, EmailIntegration, WebhookIntegration
 from .internal.models import StatusEnum
-from .mug import Session
+from .mug import Badger, Session
 from .safe_sdk import create_task_safe, update_task_safe
 from .sdk import DefaultMergeStrategy, Task, create_task, get_task, init, update_task
 
@@ -15,3 +15,7 @@
     __version__ = importlib_metadata.version(__name__)
 except importlib_metadata.PackageNotFoundError:
     __version__ = "dev"
+
+
+def current_scope():
+    return Badger.current.scope()
diff --git a/taskbadger/mug.py b/taskbadger/mug.py
index d965016..b610d5d 100644
--- a/taskbadger/mug.py
+++ b/taskbadger/mug.py
@@ -73,6 +73,29 @@ def __exit__(self, *args, **kwargs):
             self.client = None
 
 
+class Scope:
+    """Scope holds global data which will be added to every task created within the current scope.
+
+    Scope data will be merged with task data when creating a task where data provided directly to the task
+    will override scope data.
+    """
+
+    def __init__(self):
+        self.stack = []
+        self.context = {}
+
+    def __enter__(self):
+        self.stack.append(self.context)
+        self.context = self.context.copy()
+        return self
+
+    def __exit__(self, *args):
+        self.context = self.stack.pop()
+
+    def __setitem__(self, key, value):
+        self.context[key] = value
+
+
 class MugMeta(type):
     @property
     def current(cls):
@@ -94,6 +117,7 @@ def __init__(self, settings_or_mug=None):
             self.settings = settings_or_mug
 
         self._session = ReentrantSession()
+        self._scope = Scope()
 
     def bind(self, settings):
         self.settings = settings
@@ -104,6 +128,9 @@ def session(self) -> ReentrantSession:
     def client(self) -> AuthenticatedClient:
         return self.settings.get_client()
 
+    def scope(self) -> Scope:
+        return self._scope
+
     @classmethod
     def is_configured(cls):
         return cls.current.settings is not None
diff --git a/taskbadger/sdk.py b/taskbadger/sdk.py
index e264651..b051e7d 100644
--- a/taskbadger/sdk.py
+++ b/taskbadger/sdk.py
@@ -100,8 +100,10 @@ def create_task(
     task = TaskRequest(
         name=name, status=status, value=value, value_max=value_max, max_runtime=max_runtime, stale_timeout=stale_timeout
     )
-    if data:
-        task.data = TaskRequestData.from_dict(data)
+    scope_data = Badger.current.scope().context
+    if scope_data or data:
+        data = data or {}
+        task.data = TaskRequestData.from_dict({**scope_data, **data})
     if actions:
         task.additional_properties = {"actions": [a.to_dict() for a in actions]}
     kwargs = _make_args(json_body=task)
diff --git a/tests/test_scope.py b/tests/test_scope.py
new file mode 100644
index 0000000..8e67c9b
--- /dev/null
+++ b/tests/test_scope.py
@@ -0,0 +1,58 @@
+import random
+import threading
+import time
+
+import pytest
+
+from taskbadger import create_task, init
+from taskbadger.mug import GLOBAL_MUG, Badger
+from tests.test_sdk_primatives import _json_task_response, _verify_task
+
+
+def test_scope_singleton():
+    assert Badger.current == GLOBAL_MUG
+    scope = Badger.current.scope()
+    assert scope.context == {}
+    assert scope.stack == []
+    assert scope == Badger.current.scope()
+
+
+def test_scope_context():
+    scope = Badger.current.scope()
+    assert scope.context == {}
+    assert scope.stack == []
+    with scope:
+        assert scope.stack == [{}]
+        scope.context["foo"] = "bar"
+        with scope:
+            assert scope.stack == [{}, {"foo": "bar"}]
+            assert scope.context == {"foo": "bar"}
+            scope.context["bar"] = "bazz"
+            with scope:
+                assert scope.context == {"foo": "bar", "bar": "bazz"}
+                scope.context.clear()
+        assert scope.context == {"foo": "bar"}
+        assert scope.stack == [{}]
+    assert scope.context == {}
+    assert scope.stack == []
+
+
+@pytest.fixture(autouse=True)
+def init_skd():
+    init("org", "project", "token")
+
+
+def test_create_task_with_scope(httpx_mock):
+    with Badger.current.scope() as scope:
+        scope["foo"] = "bar"
+        scope["bar"] = "bazz"
+        httpx_mock.add_response(
+            url="https://taskbadger.net/api/org/project/tasks/",
+            method="POST",
+            match_headers={"Authorization": "Bearer token"},
+            match_content=b'{"name": "name", "status": "pending", "data": {"foo": "bar", "bar": "buzzer"}}',
+            json=_json_task_response(),
+            status_code=201,
+        )
+        task = create_task("name", data={"bar": "buzzer"})
+        _verify_task(task)