diff --git a/lib/automation/report_runner.rb b/lib/automation/report_runner.rb
index fe53adf1..466f9f7c 100644
--- a/lib/automation/report_runner.rb
+++ b/lib/automation/report_runner.rb
@@ -140,10 +140,7 @@ Follow the provided writing composition instructions carefully and precisely ste
         prompt =
           DiscourseAi::Completions::Prompt.new(
             system_prompt,
-            messages: [
-              { type: :user, content: input },
-              { type: :model, content: "Here is the report I generated for you" },
-            ],
+            messages: [{ type: :user, content: input }],
           )
 
         result = +""
diff --git a/lib/summarization/strategies/fold_content.rb b/lib/summarization/strategies/fold_content.rb
index 47f7b62b..d064c325 100644
--- a/lib/summarization/strategies/fold_content.rb
+++ b/lib/summarization/strategies/fold_content.rb
@@ -133,20 +133,23 @@ module DiscourseAi
         end
 
         def summarization_prompt(input, opts)
-          insts = <<~TEXT
-            You are a summarization bot that effectively summarize any text
-            Your reply MUST BE a summarized version of the posts I provided, using the first language you detect.
-            I'm NOT interested in anything other than the summary, don't include additional text or comments.
-            You understand and generate Discourse forum Markdown.
-            You format the response, including links, using Markdown.
-            Your summaries are always a cohesive narrative in the form of one or multiple paragraphs.
+          insts = +<<~TEXT
+            You are an advanced summarization bot that generates concise, coherent summaries of provided text.
+
+            - Only include the summary, without any additional commentary.
+            - You understand and generate Discourse forum Markdown; including links, _italics_, **bold**.
+            - Maintain the original language of the text being summarized.
+            - Aim for summaries to be 400 words or less.
 
           TEXT
 
-          insts += <<~TEXT if opts[:resource_path]
-                Each post is formatted as "<POST_NUMBER>) <USERNAME> <MESSAGE> "
-                Try generating links as well the format is #{opts[:resource_path]}/<POST_NUMBER>
-                For example, a link to the 3rd post in the topic would be [post 3](#{opts[:resource_path]}/3)
+          insts << <<~TEXT if opts[:resource_path]
+                - Each post is formatted as "<POST_NUMBER>) <USERNAME> <MESSAGE>"
+                - Cite specific noteworthy posts using the format [NAME](#{opts[:resource_path]}/POST_NUMBER)
+                  - Example: link to the 3rd post by sam: [sam](#{opts[:resource_path]}/3)
+                  - Example: link to the 6th post by jane: [agreed with](#{opts[:resource_path]}/6)
+                  - Example: link to the 13th post by joe: [#13](#{opts[:resource_path]}/13)
+                - When formatting usernames either use @USERNMAE OR [USERNAME](#{opts[:resource_path]}/POST_NUMBER)
               TEXT
 
           prompt = DiscourseAi::Completions::Prompt.new(insts.strip)
@@ -154,23 +157,14 @@ module DiscourseAi
           if opts[:resource_path]
             prompt.push(
               type: :user,
-              content: "<input>1) user1 said: I love Mondays 2) user2 said: I hate Mondays</input>",
+              content:
+                "Here are the posts inside <input></input> XML tags:\n\n<input>1) user1 said: I love Mondays 2) user2 said: I hate Mondays</input>\n\nGenerate a concise, coherent summary of the text above maintaining the original language.",
             )
             prompt.push(
               type: :model,
               content:
                 "Two users are sharing their feelings toward Mondays. [user1](#{opts[:resource_path]}/1) hates them, while [user2](#{opts[:resource_path]}/2) loves them.",
             )
-
-            prompt.push(
-              type: :user,
-              content: "<input>3) usuario1: Amo los lunes 6) usuario2: Odio los lunes</input>",
-            )
-            prompt.push(
-              type: :model,
-              content:
-                "Dos usuarios charlan sobre los lunes. [usuario1](#{opts[:resource_path]}/3) dice que los ama, mientras que [usuario2](#{opts[:resource_path]}/2) los odia.",
-            )
           end
 
           prompt.push(type: :user, content: <<~TEXT.strip)
@@ -180,6 +174,8 @@ module DiscourseAi
           <input>
             #{input}
           </input>
+
+          Generate a concise, coherent summary of the text above maintaining the original language.
           TEXT
 
           prompt