Initial GeoIntel V1 foundation

2026-06-16 23:36:32 +02:00
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+# Codex Module Contract — Detection Boundary
+
+Build the detection architecture so real YOLO can be added safely, but V1 may use deterministic fixture mode first.
+
+## Required Concepts
+
+- model registry entry
+- analysis run
+- detection result
+- output layer
+- model mode: `fixture`, `stub`, `real`
+
+## Required Backend
+
+- detection service interface
+- fixture detection provider
+- analysis run persistence
+- detection persistence
+- GeoJSON export of detections
+
+## Required Frontend
+
+- detection run form
+- model selector
+- confidence threshold
+- mode indicator
+- results table
+- map overlay
+
+## Required Tests
+
+- fixture detection produces stable number of detections
+- output includes class, confidence and geometry
+- response clearly states mode
+
+## Forbidden
+
+- fake real model claims
+- silent fallback from real to fixture
+- detections without geospatial provenance