geointel/prompts/codex/PASS_09_DETECTION_SERVICE_SCAFFOLD.md

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.