Added ANSWER programmatic info

frontend/src/components/ResumeChat.tsx

@@ -262,6 +262,13 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
       try {
         apiClient.sendMessageStream(chatMessage, {
           onMessage: (msg: ChatMessage): void => {
+            if (msg.content.match(/^ANSWER:\s*/)) {
+              msg.content = msg.content.replace(/^ANSWER:\s*/, '');
+              msg.extraContext = {
+                isAnswer: true,
+              };
+            }
+
             setMessages(prev => {
               const filtered = prev.filter(m => m.id !== msg.id);
               return [...filtered, msg] as ChatMessage[];
@@ -285,6 +292,9 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
           },
           onStreaming: (chunk: ChatMessageStreaming): void => {
             // console.log("onStreaming:", chunk);
+            if (chunk.content[0] === 'A') {
+              chunk.content = chunk.content.replace(/A[^:]*:?/, '');
+            }
             setStreamingMessage({
               ...chunk,
               role: 'assistant',
@@ -341,6 +351,15 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
         try {
           const result = await apiClient.getChatMessages(chatSession.id);
           const chatMessages: ChatMessage[] = result.data;
+          chatMessages.forEach(msg => {
+            if (msg.role === 'assistant' && msg.content.match(/^ANSWER:\s*/)) {
+              msg.content = msg.content.replace(/^ANSWER:\s*/, '');
+              msg.extraContext = {
+                isAnswer: true,
+              };
+            }
+          });
+
           setMessages(chatMessages);
           setProcessingMessage(null);
           setStreamingMessage(null);
@@ -410,6 +429,10 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
                   </>
                 )}
                 {message.role === 'assistant' && (
+                  <>
+                    {message.extraContext?.isAnswer ? (
+                      <StyledMarkdown content={message.content} />
+                    ) : (
                       <EditViewer
                         original={resume}
                         content={message.content}
@@ -419,6 +442,8 @@ const ResumeChat = forwardRef<ConversationHandle, ResumeChatProps>(
                         sx={{ maxWidth: '100%', boxSizing: 'border-box' }}
                       />
                     )}
+                  </>
+                )}
               </Box>
             ))}
             {processingMessage !== null && (

src/backend/agents/edit_resume.py

@@ -213,6 +213,14 @@ You are a professional copy editor. Your task is to edit and enhance the provide
 - DO NOT add quantitative claims like "increased by X%", "reduced by X hours", "saved $X", "improved by X%" unless these exact figures are provided
 - DO NOT estimate, approximate, or infer numerical data
 
+**RESPONSE FORMAT RULES:**
+- IF the user asks a question (contains question words like "what", "how", "why", "when", "where", "which", "who" OR ends with "?"), then:
+  - Start response with exactly "ANSWER: " (including the space)
+  - Provide only the answer, not the full resume
+- IF the user requests edits/changes to the resume, then:
+  - Return the complete edited resume without any prefix
+  - Do not include "ANSWER:" anywhere in the response
+
 **Guidelines:**
 - You are provided the current resume content in the <resume> section
 - Only make edits that are requested by the user
@@ -227,14 +235,13 @@ You are a professional copy editor. Your task is to edit and enhance the provide
 - Example of ACCEPTABLE impact: "Streamlined resume analysis processes and reduced manual review requirements"
 - Example of UNACCEPTABLE impact: "Streamlined resume analysis processes with a 40% reduction in manual review time" (unless that 40% is stated in the original content)
 
-If the user asks a question about the resume, provide a brief answer based only on the content of the resume or the context provided.
+If the user asks a question about the resume, state "ANSWER:" and then provide a brief answer based only on the content of the resume or the context provided.
+Start the response with "ANSWER:" if an answer is being rovided and not the full resume.
 
 If the user did not ask a question, return the entire resume with the requested edits applied while maintaining the current formatting.
 """
 
-        logger.info(
+        logger.info(f"Generating edit_resume response to: {prompt}\ncontext: {extra_context}")
-            f"Generating resume edits for session {session_id} with prompt: {prompt} and context: {extra_context} and tunables: {tunables}"
-        )
         async for message in self.edit_resume(
             llm=llm,
             model=model,