Logic programming remains a powerful paradigm for developing declarative software. ProLQ, an ambitious initiative, seeks to enhance the connection between theoretical foundations and practical implementations. By concentrating on a unified approach, ProLQ aims to cultivate greater transparency in logic programming development. Through a combination