Real n-particle attention flow: C1 forgetting transition, C2 norm+depth (eta~sqrtL), C3 T*=log(1/d)/eps with measured spectral gap

Update logbook: Repro - Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics

initial commit