Researchers introduce a comprehensive framework to systematize lookup arguments—critical tools enabling efficient non-native operations in zero-knowledge proofs. This taxonomy classifies techniques by cryptographic approach and composition style, offering practical guidelines for developers implementing zk-VMs, set membership proofs, and secure computation.