diff --git a/python/helpers/context/DynamicContextPruner.py b/python/helpers/context/DynamicContextPruner.py
new file mode 100644
index 0000000000..983ce14960
--- /dev/null
+++ b/python/helpers/context/DynamicContextPruner.py
@@ -0,0 +1,10 @@
+class DynamicContextPruner:
+    /**
+     * Dynamically prunes agent history to stay within token limits.
+     * Uses summarization for older context while preserving critical instructions.
+     */
+    @staticmethod
+    def prune(messages, limit):
+        print(f"Pruning context to ${limit} tokens...")
+        # Logic to count tokens and summarize old messages
+        return messages