diff --git a/openadapt/replay.py b/openadapt/replay.py
index 5b597f3e2..ff4065d54 100644
--- a/openadapt/replay.py
+++ b/openadapt/replay.py
@@ -26,6 +26,14 @@
 
 posthog = utils.get_posthog_instance()
 
+# Placeholder for adaptive replay proposal using LLMs
+def llm_adaptive_replay_placeholder():
+    """
+    Proposal: Use LLMs to generalize and adapt recorded user actions
+    to similar but unseen workflows in dynamic environments.
+    """
+    pass
+
 
 @logger.catch
 def replay(