Logic programming continues a powerful paradigm for crafting declarative systems. ProLQ, an ambitious initiative, seeks to deepen the interaction between theoretical foundations and practical implementations. By concentrating on a unified approach, ProLQ aims to cultivate greater understandability in logic programming design. Through a combination