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QSA exact behavior-fold universe - #75

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Inserian wants to merge 8 commits into
agent/qsa-math-language-v1from
agent/qsa-qbehavior-v1
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QSA exact behavior-fold universe#75
Inserian wants to merge 8 commits into
agent/qsa-math-language-v1from
agent/qsa-qbehavior-v1

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@Inserian

@Inserian Inserian commented Aug 14, 2026

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Ports the frozen V11Q behavior-fold mechanism into a QSA-owned exact representation. The child adds first-hit grouped fold construction over ordered behavior masks, persistent bit-slice conditioned queries, canonical structural plans as branch indices plus join codes, per-depth and canonical SHA-256 identity, bounded resource accounting, and a separate experimental qbehavior C surface following the existing qcausal ABI pattern. Native regression coverage is integrated into the existing qstate C ABI test carrier: a small exhaustive recursive control is compared against optimized qbehavior for all canonical plans and depth memberships, full observations must recover the exact canonical behavior, the portable SHA-256 implementation is checked against a known vector, the C bridge must preserve stats/plans/digests, and repeated observations fail closed. Research-only stacked successor to accepted PR74; no merge, production promotion, oracle-fed construction, NumPy forward implementation, or live Brain-training change is authorized.

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