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geointel/prompts/codex/PASS_09_DETECTION_SERVICE_SCAFFOLD.md
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Initial GeoIntel V1 foundation
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# Codex Pass 09 — Detection Service Scaffold
## Goal
Add a safe detection pipeline scaffold that can later run YOLO.
## Must implement
- model registry table or config seed if not yet present;
- detection run API scaffold;
- job-backed analysis run creation;
- output schema for detections;
- no fake detection results marked as real;
- optional demo fixture output clearly marked as fixture.
## Must not implement
- GPU-only inference;
- unpinned heavy dependency without policy update;
- training studio.
## Output
Use `docs/M6_FINAL_HANDOFF_TEMPLATE.md`.