Example of three Michinoff Faces plotted using CACHAI. The characteristics of the three faces are defined by stellar properties: tongue length represents effective temperature (T_eff), whisker length age, cheek width metallicity ([Fe/H]), ear posture α-element abundance ([α/Fe]), eyebrow height mean orbital maximum vertical height (〈Z_max〉), and gaze separation mean orbital angular momentum (〈L_z〉), with more prominent features corresponding to higher values. More examples can be found in CACHAI’s online documentation (https://cachai.readthedocs.io/en/latest/examples.html).