P1-X: Complete hierarchical/dialectical query pipeline — bug fixes + Williams-bound enforcement#77

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devlux76 merged 5 commits intomainfrom

copilot/p1-x-ensure-hierarchical-query-pipeline

Mar 14, 2026

Commits on Mar 14, 2026

Initial plan
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Fix build errors, rename MetroidNeighbor→SemanticNeighbor, fix getAllVolumes syntax, fix FullNeighborRecalc budget logic

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devlux76
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P1 implementations: Williams-bound maxDegree, dynamic subgraph bounds, HierarchyBuilder quota enforcement, fix pre-existing lint errors

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devlux76
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Fix HierarchyBuilder split/delete, Query lazy page scan, FullNeighborRecalc budget floor, FastNeighborInsert default degree, PrototypeRecomputer docstring

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devlux76
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docs: Add Williams bound / curse of dimensionality explanation to DESIGN.md and README.md

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