diff --git a/.github/workflows/scripts/create_address_commit_comments_issues b/.github/workflows/scripts/create_address_commit_comments_issues
index 3b147e23e36e..ef8d419b0ae8 100755
--- a/.github/workflows/scripts/create_address_commit_comments_issues
+++ b/.github/workflows/scripts/create_address_commit_comments_issues
@@ -233,19 +233,25 @@ is_core_contributor() {
 
 # Updates two indexed arrays (commit_keys and commit_counts) to simulate a map.
 #
-# $1 - Commit SHA (the key)
-# $2 - Comment URL (the link)
+# $1 - Full comment object (JSON)
 update_commit_map() {
-	local key="$1"
-	local link="$2"
+	local comment="$1"
+	local key=$(echo "$comment" | jq -r '.commit_id')
+	local link=$(echo "$comment" | jq -r '.html_url')
+	local body=$(echo "$comment" | jq -r '.body')
+	local line=$(echo "$comment" | jq -r '.line')
+	local path=$(echo "$comment" | jq -r '.path')
 	local found=0
 	local i=0
 
+	local startLine=$(( line - 3 ))
+	local endLine=$(( line + 3 ))
+	local code_snippet="https://github.com/stdlib-js/stdlib/blob/${key}/${path}#L${startLine}-L${endLine}"
+
 	for existing in "${commit_keys[@]}"; do
 		if [ "$existing" = "$key" ]; then
 			commit_counts[i]=$(( commit_counts[i] + 1 ))
-			# Append the comment URL (on a new bullet) to the existing list:
-			commit_links[i]="${commit_links[i]}"$'\n'"-   ${link}"
+			commit_comments[i]="${commit_comments[i]}"$'\n\n'"-   ${link}"$'\n\n'"    > **Line ${line}**: ${body}"$'\n\n'"    ${code_snippet}"
 			found=1
 			break
 		fi
@@ -255,7 +261,7 @@ update_commit_map() {
 	if [ "$found" -eq 0 ]; then
 		commit_keys+=("$key")
 		commit_counts+=("1")
-		commit_links+=("-   ${link}")
+		commit_comments+=("-   ${link}"$'\n\n'"    > **Line ${line}**: ${body}"$'\n\n'"    ${code_snippet}")
 	fi
 }
 
@@ -339,12 +345,12 @@ main() {
 
 	commit_keys=()
 	commit_counts=()
-	commit_links=()
+	commit_comments=()
 
 	for comment in "${all_comments[@]}"; do
 		# Extract the comment body:
-		local comment_body
-		comment_body=$(echo "$comment" | jq -r '.body')
+		local comment_body=$(echo "$comment" | jq -r '.body')
+		local comment_line=$(echo "$comment" | jq -r '.line')
 
 		# Check if the comment body contains '@stdlib-bot':
 		if [[ "$comment_body" == *"@stdlib-bot"* ]]; then
@@ -357,10 +363,7 @@ main() {
 				local commit_sha
 				commit_sha=$(echo "$comment" | jq -r '.commit_id')
 				if [ -n "$commit_sha" ]; then
-					# Extract the comment URL:
-					local comment_url
-					comment_url=$(echo "$comment" | jq -r '.html_url')
-					update_commit_map "$commit_sha" "$comment_url"
+					update_commit_map "$comment"
 				fi
 			else
 				echo "Skipping comment by non-core contributor: ${comment_author}" >&2
@@ -373,7 +376,7 @@ main() {
 	for idx in $(seq 0 $(( ${#commit_keys[@]} - 1 ))); do
 		local commit_sha="${commit_keys[$idx]}"
 		local count="${commit_counts[$idx]}"
-		local links="${commit_links[$idx]}"
+		local comments="${commit_comments[$idx]}"
 
 		# Generate a short SHA (first 7 characters):
 		local short_sha=${commit_sha:0:7}
@@ -385,7 +388,7 @@ main() {
 
 **Comments:**
 
-${links}
+${comments}
 
 Interested in helping improve the project? If you are, the comment linked to above has **${count}** comment(s) from core contributors that could use your attention.