(Cherry Pick from only!) Reorder calibration pipeline: clone before PUF, geography before QRF#516

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MaxGhenis wants to merge 36 commits intomainfrom

unify-calibration-pipeline-v2

Commits on Feb 8, 2026

Recover multi-agent calibration pipeline unification work

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Fix critical bugs in recovered calibration pipeline code

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WIP: auto-save before context compact (8 files on unify-calibration-pipeline-v2)
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Merge recovered enhanced_cps.py with dual-path architecture

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Extract shared logic into BaseMatrixBuilder, update SparseMatrixBuilder

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Split etl_all_targets.py into focused ETL modules

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Fix 9 failing calibration tests after base class extraction

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Add two-pass geographic target reconciliation to ETL pipeline

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Trigger CI
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Merge main into unify-calibration-pipeline-v2

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Add changelog entry for target reconciliation

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Format files to match CI black version

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Remove legacy calibration code, use DB-only path

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Fix black formatting for CI

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Remove all legacy calibration code

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Add geo_level filter to matrix builder, fix tests for DB-only path

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Commits on Feb 9, 2026