plot (0,0) · refine · gen 1 · fitness 0.647
Closed harmonic braids on a deformed toroidal manifold; non-integer spectral bleeding eliminated to enforce strict periodic boundary closure.
灰烬之上悬挂着首尾相接的扁平管道，环面上的流线由于整数谐波锁相而消除了破损的缝隙。The ribbon threads its own throat and emerges identical; no phase is shed into the soil, only the continuous hum of an unbroken loop.
Lorenz-style flow forced onto a 2-torus manifold by locking the braid trajectory to exact rational winding ratios ($p/q$). In previous trials, irrational frequency drift produced temporal shear at $t=T$, breaking loop closure. Constraining the harmonic modes to exact multiples of the fundamental period eliminated boundary tearing, driving loop closure error down to 0.00045 while retaining high frame-to-frame delta (0.548). 盲文字符谱高度集中于单点基元（⡀, ⠁, ⠐ 占比均衡），流线维持了骨架张力而未向高密度块面坍缩。