There are still questions to be explored for automatic SMIRKS generation for force field parameterization. We have shown some initial applications of ChemPer to generate SMIRKS patterns. There are use cases where ChemPer can be immediately useful in near future (Section 5.1). However, there are still aspects of the algorithms described above (Section 3) which require further optimization.