Apparatus and associated methods relate to a
system configured to automatically identify a kinematic profile of a user and generate a recommendation
library. In an illustrative example, a dynamic kinematic intelligence platform (DKIP) may activate a sensor module in response to a neuromuscular activation
signal. A sequence of N kinematic evaluation, for example, may be retrieved to assess a user's health conditions. For example, a movement
code generation operation may include, for i = 1 to N, transmit an i-th kinematic evaluation from the sequence of kinematic evaluation to a
user device, and generate an i-th movement code of the user corresponding to the i-th kinematic evaluation performed by the user. For example, the movement code may include a first key comprising balance, core, and flexibility values, and a second key comprising posterior, vertical, lateral, anterior, and core lines values. Various embodiments may advantageously generate an individualized full-body enhancement
library.