diff --git a/src/handlers/comment/handlers/ask.ts b/src/handlers/comment/handlers/ask.ts
index 71557eb78..a1206cbc4 100644
--- a/src/handlers/comment/handlers/ask.ts
+++ b/src/handlers/comment/handlers/ask.ts
@@ -143,97 +143,6 @@ export const ask = async (body: string) => {
     const gptAnswer = typeof gptDecidedContext === "string" ? gptDecidedContext : gptDecidedContext.answer || "";
     const contextTokens = encodee(cleanText(gptAnswer));
 
-    // console.log("gptDecidedContext", gptDecidedContext);
-    // console.log("contextTokens", contextTokens);
-
-    // const commentBeforeQuestion = streamlined[streamlined.length - 2];
-    // const secondLast = streamlined[streamlined.length - 3];
-
-    // const latestComments = [commentBeforeQuestion, secondLast];
-
-    // const fmLatestComments = formatChat(latestComments);
-
-    // const fmStreamlined = formatChat(streamlined);
-
-    // const formats = [
-    //   {
-    //     quarter: "1st",
-    //     content: `IssueSpec:  + ${issue.body} \n LastTwoComments: ${fmLatestComments} \n Question: ${body}`,
-    //     current: contextTokens,
-    //   },
-    //   {
-    //     quarter: "2nd",
-    //     content: `IssueSpec:  + ${issue.body} \n LinkedIssueContext: ${formatChat(
-    //       linkedIssueStreamlined
-    //     )}\n LastTwoComments: ${fmLatestComments} \n Question: ${body}`,
-    //     current: contextTokens,
-    //   },
-    //   {
-    //     quarter: "3rd",
-    //     content: `IssueSpec:  + ${issue.body} \n LinkedIssueContext: ${formatChat(linkedIssueStreamlined)}\n LinkedPRContext: ${formatChat(
-    //       linkedPRStreamlined
-    //     )} LastTwoComments: ${latestComments} \n Question: ${body}`,
-    //     current: contextTokens,
-    //   },
-    //   {
-    //     quarter: "4th",
-    //     content: `IssueSpec:  + ${issue.body} \n LinkedIssueContext: ${formatChat(linkedIssueStreamlined)}\n LinkedPRContext: ${formatChat(
-    //       linkedPRStreamlined
-    //     )} CurrentIssueComments: ${fmStreamlined} \n Question: ${body}`,
-    //     current: contextTokens,
-    //   },
-    // ];
-
-    // const remainingTokens = (s: string) => {
-    //   const max = 4096;
-    //   const tokens = encodee(s).length;
-    //   let nextActiveFourth = "";
-
-    //   if (tokens < max / 4) {
-    //     nextActiveFourth = "1st";
-    //   } else if (tokens < max / 2) {
-    //     nextActiveFourth = "2nd";
-    //   } else if (tokens < (max / 4) * 3) {
-    //     nextActiveFourth = "3rd";
-    //   } else if (tokens < max) {
-    //     nextActiveFourth = "4th";
-    //   } else {
-    //     nextActiveFourth = "Max";
-    //   }
-
-    //   const remaining = {
-    //     content: s,
-    //     current: tokens + formats[0].current,
-    //     quarter: nextActiveFourth,
-    //   };
-
-    //   return remaining;
-    // };
-
-    // let selectedFormat = "";
-    // let closestTokenCount = 0;
-
-    // for (const format of formats) {
-    //   const tokenCount = remainingTokens(cleanText(format.content)).current;
-    //   if (tokenCount > closestTokenCount && tokenCount < 4096) {
-    //     closestTokenCount = tokenCount;
-    //     selectedFormat = format.content;
-    //   }
-    // }
-
-    // if (selectedFormat === "") {
-    //   return "Format selection failed.";
-    // }
-
-    // console.log("========================");
-    // console.log("=== selectedFormat ===", selectedFormat);
-
-    // const { quarter, current } = remainingTokens(cleanText(selectedFormat));
-
-    // if (current >= 4096) {
-    //   return "Format selection failed.";
-    // }
-
     chatHistory = [];
 
     const tokenSize = contextTokens.length + encodee(body).length;