Dear Editor, Please find enclosed our revised manuscript entitled “Design Patterns for LLM-based Neuro-Symbolic Systems”, which we are re-submitting for exclusive consideration of publication as an article to the special issue on "Knowledge Graphs and Neurosymbolic AI" of the Neurosymbolic Artificial Intelligence journal. We have also attached our response to the reviewers’ feedback as a supplementary file. Based on the feedback provided by the reviewers, we provide a refined approach to use and extend the modular design patterns and Boxology language of van Bekkum et al. to fit large language models (LLMs). For our revised work, we have carefully taken into account the helpful comments and suggestions of the reviewers and reworked the overall structure of the manuscript, rewritten large parts of the text, updated several figures and added a significant number of additional references to support our approach and argumentation better. Thank you for your consideration of our work. Please feel free to correspond with us by e-mail using maaike.deboer@tno.nl. Sincerely, Maaike de Boer, Quirine Smit, Michael van Bekkum, André Meyer-Vitali and Thomas Schmid RESUBMIT of #787-1778