Fantastic work, very clear explanations. However, I don't understand the use of the term "precision psychiatry" as the clinical psychologist is the professional more suited to offer this type of psychological treatment. Thus, I would encourage to use the term "precision psychology" as it is used by Purgato et al., (2021) or at least consider the term "precision mental health" (Bickman et al., 2016) to give a more general perspective of every professional involved in these treatments. Overall, I believe this work to be game-changing about the modern view of mental health treatments. The use of formalization of psychotherapy components to conduct simulations of their effects on different mental health patients can be a very useful tool in improving the theorization of effective factors in different psychotherapies. Besides, regardless of how well real-life experiment data may fir into this specific model, the initiation of formalization in this field will likely open yup better comparisons with other therapies in the future, potentially allowing us to eliminate ineffective therapies or components as well as better adapt existing psychological therapies that work to the unique characteristics of patients. this could be the paper that ushers in a new era in psychotherapy where there are no constant wars to determine which psychological orientation works best, bu rather an era in which we can actually test which models are more effective. Congratulations!!