Add split background promotion workflow
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# Changelog
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## Sprint 159 Split-background promotion workflow wrapper (2026-07-10)
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- Added `scripts/run_split_background_promotion_workflow.sh` to run the split background matrix and split-aware promotion report from one operator command.
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- Added readiness syntax coverage and regression tests for the wrapper contract.
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- Documented the one-command Tower/runtime flow for the inactive AOI1024 background-aware model candidate.
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- No model default, backend API, database migration, provider fetching, fake detection output or model download behavior changed.
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## Sprint 158 Split-aware promotion report (2026-07-10)
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- Added `--background-split-summary` support to `scripts/build_detection_model_promotion_report.py`.
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