Decay is monotonic. Centroid drift is a known failure of incremental clustering. Without periodic re-centring, quality decays monotonically.

Running mean, same name. Re-centre on every attach with a running mean and keep the name. Membership grows, identity stays — cheap, and no violation of §11.