geointel/geointel/prompts/codex/module-contracts/DETECTION_BOUNDARY_CONTRACT.md

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