From e018b22fe6aedb86c9c5f6882c37090bba32a2b2 Mon Sep 17 00:00:00 2001
From: Muhammad Fasih <161964251+HafizFasih@users.noreply.github.com>
Date: Wed, 16 Jul 2025 10:14:00 -0700
Subject: [PATCH 1/3] fix(logging): include system prompt in debug logs in case
 of responses api

---
 src/agents/models/openai_responses.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/src/agents/models/openai_responses.py b/src/agents/models/openai_responses.py
index a7ce62983..59cfb31ce 100644
--- a/src/agents/models/openai_responses.py
+++ b/src/agents/models/openai_responses.py
@@ -253,9 +253,16 @@ async def _fetch_response(
         if _debug.DONT_LOG_MODEL_DATA:
             logger.debug("Calling LLM")
         else:
+            # Combine system and user messages only for logging purposes
+            combined_prompt_for_logging = (
+                [{"role": "system", "content": system_instructions}]
+                if system_instructions
+                else []
+            ) + list_input
+
             logger.debug(
                 f"Calling LLM {self.model} with input:\n"
-                f"{json.dumps(list_input, indent=2, ensure_ascii=False)}\n"
+                f"{json.dumps(combined_prompt_for_logging, indent=2, ensure_ascii=False)}\n"
                 f"Tools:\n{json.dumps(converted_tools.tools, indent=2, ensure_ascii=False)}\n"
                 f"Stream: {stream}\n"
                 f"Tool choice: {tool_choice}\n"

From 2393123ed42dbe187b3a2255590973de654de615 Mon Sep 17 00:00:00 2001
From: Muhammad Fasih <161964251+HafizFasih@users.noreply.github.com>
Date: Wed, 16 Jul 2025 22:28:26 -0700
Subject: [PATCH 2/3] add system-instructions in logs

---
 ,                                     |  0
 src/agents/models/openai_responses.py | 11 +++--------
 2 files changed, 3 insertions(+), 8 deletions(-)
 create mode 100644 ,

diff --git a/, b/,
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/agents/models/openai_responses.py b/src/agents/models/openai_responses.py
index 59cfb31ce..dad02d1c9 100644
--- a/src/agents/models/openai_responses.py
+++ b/src/agents/models/openai_responses.py
@@ -242,6 +242,7 @@ async def _fetch_response(
             else NOT_GIVEN
         )
 
+        system_instructions = self._non_null_or_not_given(system_instructions)
         tool_choice = Converter.convert_tool_choice(model_settings.tool_choice)
         converted_tools = Converter.convert_tools(tools, handoffs)
         response_format = Converter.get_response_format(output_schema)
@@ -253,16 +254,10 @@ async def _fetch_response(
         if _debug.DONT_LOG_MODEL_DATA:
             logger.debug("Calling LLM")
         else:
-            # Combine system and user messages only for logging purposes
-            combined_prompt_for_logging = (
-                [{"role": "system", "content": system_instructions}]
-                if system_instructions
-                else []
-            ) + list_input
-
             logger.debug(
                 f"Calling LLM {self.model} with input:\n"
-                f"{json.dumps(combined_prompt_for_logging, indent=2, ensure_ascii=False)}\n"
+                f"System instructions: {system_instructions}\n"
+                f"{json.dumps(list_input, indent=2, ensure_ascii=False)}\n"
                 f"Tools:\n{json.dumps(converted_tools.tools, indent=2, ensure_ascii=False)}\n"
                 f"Stream: {stream}\n"
                 f"Tool choice: {tool_choice}\n"

From 92b20546771300497e0d880a9cde5fb9cb4ca450 Mon Sep 17 00:00:00 2001
From: Muhammad Fasih <161964251+HafizFasih@users.noreply.github.com>
Date: Wed, 16 Jul 2025 22:30:48 -0700
Subject: [PATCH 3/3] fix instructions in logs

---
 src/agents/models/openai_responses.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/agents/models/openai_responses.py b/src/agents/models/openai_responses.py
index dad02d1c9..10a8702c8 100644
--- a/src/agents/models/openai_responses.py
+++ b/src/agents/models/openai_responses.py
@@ -267,7 +267,7 @@ async def _fetch_response(
 
         return await self._client.responses.create(
             previous_response_id=self._non_null_or_not_given(previous_response_id),
-            instructions=self._non_null_or_not_given(system_instructions),
+            instructions=system_instructions,
             model=self.model,
             input=list_input,
             include=include,