diff --git a/tools/fetch-issue-pr-for-notebooklm.sh b/tools/fetch-issue-pr-for-notebooklm.sh
new file mode 100755
index 0000000000..5abf07d848
--- /dev/null
+++ b/tools/fetch-issue-pr-for-notebooklm.sh
@@ -0,0 +1,72 @@
+#!/bin/bash
+
+REPO="Sage-Bionetworks/sage-monorepo"  # Replace with your GitHub repository, e.g., "owner/repo"
+START_DATE="2024-09-01"
+END_DATE="2024-09-30"
+
+# Fetch issues and PRs closed between two dates
+issues=$(gh issue list --repo "$REPO" --state closed --limit 100 --search "closed:$START_DATE..$END_DATE" --json number,title)
+prs=$(gh pr list --repo "$REPO" --state closed --limit 100 --search "closed:$START_DATE..$END_DATE" --json number,title)
+
+# Combine issue and PR numbers and titles into a single JSON array
+all_items=$(jq -s 'add' <(echo "$issues") <(echo "$prs"))
+echo $all_items
+
+# Loop through each issue and PR, collecting comments
+echo "$all_items" | jq -c '.[]' | while read -r item; do
+  number=$(echo "$item" | jq -r '.number' 2>/dev/null)
+  title=$(echo "$item" | jq -r '.title' 2>/dev/null)
+
+  # Initialize an empty array to store the filtered comments
+  comments_array="[]"
+
+  # Check if both number and title are valid
+  if [[ -n "$number" && -n "$title" ]]; then
+    echo "Fetching comments for issue/PR #$number: $title"
+
+    # Fetch comments for issues
+    issue_comments=$(gh api "repos/$REPO/issues/$number/comments" 2>/dev/null)
+    if [[ $? -eq 0 && "$issue_comments" != "" && "$issue_comments" != "[]" ]]; then
+      filtered_comments=$(echo "$issue_comments" | jq -c '.[]' | while read -r comment; do
+        body=$(echo "$comment" | jq -r '.body' 2>/dev/null)
+        login=$(echo "$comment" | jq -r '.user.login' 2>/dev/null)
+
+        # Filter out comments made by 'sonarcloud[bot]' and skip comments starting with the specific phrase
+        if [[ "$login" != "sonarcloud[bot]" && "$body" != "" && ! "$body" =~ ^"The task complete successfully when I run it locally" ]]; then
+          echo "$comment"
+        fi
+      done)
+
+      # Append filtered comments to the comments array
+      if [[ -n "$filtered_comments" ]]; then
+        comments_array=$(echo "$filtered_comments" | jq -s '.')
+      fi
+    fi
+
+    # Fetch comments for pull requests (PR-specific comments)
+    pr_comments=$(gh api "repos/$REPO/pulls/$number/comments" 2>/dev/null)
+    if [[ $? -eq 0 && "$pr_comments" != "" && "$pr_comments" != "[]" ]]; then
+      filtered_comments=$(echo "$pr_comments" | jq -c '.[]' | while read -r comment; do
+        body=$(echo "$comment" | jq -r '.body' 2>/dev/null)
+        login=$(echo "$comment" | jq -r '.user.login' 2>/dev/null)
+
+        # Filter out comments made by 'sonarcloud[bot]' and skip comments starting with the specific phrase
+        if [[ "$login" != "sonarcloud[bot]" && "$body" != "" && ! "$body" =~ ^"The task complete successfully when I run it locally" ]]; then
+          echo "$comment"
+        fi
+      done)
+
+      # Append filtered PR comments to the comments array
+      if [[ -n "$filtered_comments" ]]; then
+        pr_comments_array=$(echo "$filtered_comments" | jq -s '.')
+        comments_array=$(jq -s 'add' <(echo "$comments_array") <(echo "$pr_comments_array"))
+      fi
+    fi
+
+    # Add the comments array as a new property in the original item
+    item_with_comments=$(echo "$item" | jq --argjson comments "$comments_array" '. + {comments: $comments}')
+    echo "$item_with_comments"
+  else
+    echo "Skipping invalid item: $item"
+  fi
+done