diff --git a/src/databricks/labs/ucx/framework/tasks.py b/src/databricks/labs/ucx/framework/tasks.py
index ff5d6270f6..3dc4c758fb 100644
--- a/src/databricks/labs/ucx/framework/tasks.py
+++ b/src/databricks/labs/ucx/framework/tasks.py
@@ -12,6 +12,7 @@
 
 @dataclass
 class Task:
+    task_id: int
     workflow: str
     name: str
     doc: str
@@ -54,6 +55,7 @@ def wrapper(*args, **kwargs):
             raise SyntaxError(msg)
 
         _TASKS[func.__name__] = Task(
+            task_id=len(_TASKS),
             workflow=workflow,
             name=func.__name__,
             doc=func.__doc__,
diff --git a/src/databricks/labs/ucx/install.py b/src/databricks/labs/ucx/install.py
index 0eccf29c0e..a984bc71c8 100644
--- a/src/databricks/labs/ucx/install.py
+++ b/src/databricks/labs/ucx/install.py
@@ -263,6 +263,18 @@ def _create_jobs(self):
         self._create_readme()
         self._create_debug(remote_wheel)
 
+    @staticmethod
+    def _sorted_tasks() -> list[Task]:
+        return sorted(_TASKS.values(), key=lambda x: x.task_id)
+
+    @classmethod
+    def _step_list(cls) -> list[str]:
+        step_list = []
+        for task in cls._sorted_tasks():
+            if task.workflow not in step_list:
+                step_list.append(task.workflow)
+        return step_list
+
     def _create_readme(self):
         md = [
             "# UCX - The Unity Catalog Migration Assistant",
@@ -270,14 +282,18 @@ def _create_readme(self):
             "Here are the URL and descriptions of jobs that trigger's various stages of migration.",
             "All jobs are defined with necessary cluster configurations and DBR versions.",
         ]
-        for step_name, job_id in self._deployed_steps.items():
+        for step_name in self._step_list():
+            if step_name not in self._deployed_steps:
+                logger.warning(f"Skipping step '{step_name}' since it was not deployed.")
+                continue
+            job_id = self._deployed_steps[step_name]
             dashboard_link = ""
             if step_name in self._dashboards:
                 dashboard_link = f"{self._ws.config.host}/sql/dashboards/{self._dashboards[step_name]}"
                 dashboard_link = f" (see [{step_name} dashboard]({dashboard_link}) after finish)"
             job_link = f"[{self._name(step_name)}]({self._ws.config.host}#job/{job_id})"
             md.append(f"## {job_link}{dashboard_link}\n")
-            for t in _TASKS.values():
+            for t in self._sorted_tasks():
                 if t.workflow != step_name:
                     continue
                 doc = re.sub(r"\s+", " ", t.doc)
diff --git a/tests/unit/test_install.py b/tests/unit/test_install.py
index f5960280e7..5010458234 100644
--- a/tests/unit/test_install.py
+++ b/tests/unit/test_install.py
@@ -220,3 +220,56 @@ def test_choices_happy(mocker):
     mocker.patch("builtins.input", return_value="1")
     res = install._choice("foo", ["a", "b"])
     assert "b" == res
+
+
+def test_step_list(mocker):
+    ws = mocker.Mock()
+    from databricks.labs.ucx.framework.tasks import Task
+
+    tasks = [
+        Task(task_id=0, workflow="wl_1", name="n3", doc="d3", fn=lambda: None),
+        Task(task_id=1, workflow="wl_2", name="n2", doc="d2", fn=lambda: None),
+        Task(task_id=2, workflow="wl_1", name="n1", doc="d1", fn=lambda: None),
+    ]
+
+    with mocker.patch.object(WorkspaceInstaller, attribute="_sorted_tasks", return_value=tasks):
+        install = WorkspaceInstaller(ws)
+        steps = install._step_list()
+    assert len(steps) == 2
+    assert steps[0] == "wl_1" and steps[1] == "wl_2"
+
+
+def test_create_readme(mocker):
+    mocker.patch("builtins.input", return_value="yes")
+    webbrowser_open = mocker.patch("webbrowser.open")
+    ws = mocker.Mock()
+
+    ws.current_user.me = lambda: iam.User(user_name="me@example.com", groups=[iam.ComplexValue(display="admins")])
+    ws.config.host = "https://foo"
+    config_bytes = yaml.dump(WorkspaceConfig(inventory_database="a", groups=GroupsConfig(auto=True)).as_dict()).encode(
+        "utf8"
+    )
+    ws.workspace.download = lambda _: io.BytesIO(config_bytes)
+
+    from databricks.labs.ucx.framework.tasks import Task
+
+    tasks = [
+        Task(task_id=0, workflow="wl_1", name="n3", doc="d3", fn=lambda: None),
+        Task(task_id=1, workflow="wl_2", name="n2", doc="d2", fn=lambda: None),
+        Task(task_id=2, workflow="wl_1", name="n1", doc="d1", fn=lambda: None),
+    ]
+
+    with mocker.patch.object(WorkspaceInstaller, attribute="_sorted_tasks", return_value=tasks):
+        install = WorkspaceInstaller(ws)
+        install._deployed_steps = {"wl_1": 1, "wl_2": 2}
+        install._create_readme()
+
+    webbrowser_open.assert_called_with("https://foo/#workspace/Users/me@example.com/.ucx/README.py")
+
+    _, args, kwargs = ws.mock_calls[0]
+    assert args[0] == "/Users/me@example.com/.ucx/README.py"
+
+    import re
+
+    p = re.compile(".*wl_1.*n3.*n1.*wl_2.*n2.*")
+    assert p.match(str(args[1]))