Initial GeoIntel V1 foundation

2026-06-16 23:36:32 +02:00
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+# Codex Prompt — Pass 10 QA/QC Engine
+
+Implement QA/QC v1.
+
+Follow:
+
+- docs/QA_QC_SPECIFICATION.md
+- docs/QA_QC_ENGINE.md
+- docs/BUILD_TICKETS_M3.md T-012
+
+Required:
+
+- compare predictions with reference geometries
+- IoU threshold default 0.5
+- calculate precision, recall, F1
+- classify matches, false positives, false negatives
+- persist quality check and items
+- expose API endpoint
+- frontend QA page shows metrics and layers
+- deterministic fixture test must pass
+
+Do not approximate metrics with counts only. Spatial matching is required.