Logic programming persists a powerful paradigm for crafting declarative software. ProLQ, an ambitious initiative, seeks to deepen the interaction between theoretical foundations and practical implementations. By concentrating on a integrated approach, ProLQ aims to promote greater transparency in logic programming design. Through a combination of f