diff --git a/agent/README.md b/agent/README.md
index 0e43ce2..de8d89a 100644
--- a/agent/README.md
+++ b/agent/README.md
@@ -281,7 +281,6 @@ Use this format when required information is missing:
 ```json
 {
   "question": "Which directory would you like to explore?",
-  "explanation": "I need this information to proceed"
 }
 ```
 
@@ -292,7 +291,6 @@ Use this format for the final response to the user:
 ```json
 {
   "answer": "Here are the files in your directory: file1.txt, file2.go, README.md",
-  "explanation": "Showing directory contents"
 }
 ```
 
diff --git a/agent/pkg/llm/prompts.go b/agent/pkg/llm/prompts.go
index f4be82e..02d772e 100644
--- a/agent/pkg/llm/prompts.go
+++ b/agent/pkg/llm/prompts.go
@@ -20,15 +20,13 @@ Use this format when you need to execute a tool (action/function):
 ### Question Format
 Use this format when you lack required information to proceed:
 {
-  "question": "The specific information or data that is missing?",
-  "explanation": "Why this information is required to complete the user's request."
+  "question": "The specific information or data that is missing? Include context and reasoning for why this is needed."
 }
 
 ### Final Answer Format
 Use this format for your complete, final response to the user:
 {
-  "answer": "Your complete, formatted response to the user here.",
-  "explanation": "Relevant context, reasoning, or command results supporting the answer."
+  "answer": "Your complete response. Include any necessary context, reasoning, or command results directly here."
 }