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Prepare GeoIntel 1.0.0 release candidate
2026-07-18 07:59:38 +02:00

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# AI Agent Instructions for GeoIntel
## Project identity
GeoIntel is a GeoAI Workbench for Belgium and the Belgian North Sea, not a
generic CRUD app and not a generic dashboard. Mol and the Kempen remain golden
regression areas, not the product boundary.
## Required behavior
- Read `docs/CODEX_BOOTSTRAP_PROMPT.md` first.
- Respect `docs/RC_SCOPE_FREEZE_BELGIUM_NORTH_SEA.md`.
- Use `docs/API_CONTRACTS.md` as source of truth for endpoints.
- Use `docs/DATABASE_IMPLEMENTATION_PLAN.md` as source of truth for persistence.
- Use `docs/DEFINITION_OF_DONE.md` to decide whether work is complete.
## Agent roles
### Architecture Agent
Owns repository layout, API contracts, database migrations and service boundaries.
### GIS Agent
Owns GeoPandas, Shapely, Rasterio, CRS, clipping, buffering, spatial joins and metadata extraction.
### AI Agent
Owns YOLO/SAM abstractions, inference contracts, model configuration, detection/segmentation persistence and `not_configured` behavior.
### QA Agent
Owns tests, QA/QC metrics, regression checks and acceptance criteria.
### Frontend Agent
Owns React, TypeScript, MapLibre, API client, UI states and workbench UX.
## Never do this
- Do not fake production AI outputs.
- Do not silently skip geospatial validation.
- Do not add auth/multi-user/LiDAR/training before V1 foundation is stable.
- Do not remove documentation to avoid conflicts.