After a lot of trial and error I figured out the root of what was bothering me:
IK Rig nodes work with Anim BP templates, but the child anim bp will permanently use the IK Rig parameter values set on moment of creation unless promoted to variables. Considering all values was set to “0,0,0”, it makes sense I didn’t see any effect.
Promoting all the exposed parameters to variables fixed it though.