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Add Stage 2 matrix build service boundary #1098

@anth-volk

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@anth-volk

Context

PR 2f in the Stage 2 calibration package lane adds a typed service boundary around matrix materialization so standard and chunked builds produce the same contract-safe metadata surface.

Scope

  • Introduce MatrixBuildSpec, MatrixBuildResult, and MatrixBuildService around the existing matrix builder engine.
  • Emit matrix_summary.json with shape, sparsity, target-order, builder-mode, and chunk lineage metadata.
  • Reference the matrix summary from the Stage 2 calibration package contract and pipeline map.
  • Add focused unit coverage for matrix summary invariants, contract references, and docs extraction.

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