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