aq146_score_256d_pattern_tensor)Embeds architectural patterns, components, and repositories into dense 256-dimension [0..10000] integer tensors across 8 semantic 32-axis blocks.
8-block 256D integer tensor encoder & cosine/L1 projector (0 calls)
Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 146 - 156 V40 256D Pattern Tensor, Magic Quadrants, 60 Smells, Welfare, DMA & 6-Slot Lego IR
Deep architectural trade-off & cross-domain axis calibrator
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
royalty_conservation_ledgerCommit Invariant: Monotonic lease_epoch compare-and-swap fencing with content-addressed SWHID verification.
Architectural Problem Solved: Coordinates parallel execution without duplicate work or split-brain overwrites.
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