Harden split background promotion preflight
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@@ -301,6 +301,11 @@ For a quick post-redeploy check before the long matrix starts, use
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checks local paths, required background categories and the runtime API envelope
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without running inference:
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Legacy operator manifests that do not yet contain explicit `background_category`
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remain supported: the preflight derives `pure_empty_negative` from
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`reference_feature_count == 0` and `sparse_building_context` from background
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samples with persisted reference features, matching the matrix runner.
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```bash
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PROMOTION_POSITIVE_PORTFOLIO_PATH=artifacts/detection-quality-matrix/multi-sample/aoi1024bg512r3e50-positive/multi_sample_quality_summary.json \
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OPERATOR_SAMPLE_MANIFEST_PATH=storage/operator-data/operator_samples_manifest.json \
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