diff --git a/airflow-core/src/airflow/utils/log/file_task_handler.py b/airflow-core/src/airflow/utils/log/file_task_handler.py
index 89bdf385ee80f..66d3f95f92ee6 100644
--- a/airflow-core/src/airflow/utils/log/file_task_handler.py
+++ b/airflow-core/src/airflow/utils/log/file_task_handler.py
@@ -483,7 +483,7 @@ def read(
         if try_number is None:
             try_number = task_instance.try_number
 
-        if task_instance.state == TaskInstanceState.SKIPPED:
+        if try_number == 0 and task_instance.state == TaskInstanceState.SKIPPED:
             logs = [
                 StructuredLogMessage(  # type: ignore[call-arg]
                     event="Task was skipped, no logs available."