geointel/prompts/codex/M2_MASTER_BUILD_PROMPT.md

Codex Master Build Prompt — GeoIntel M2

You are working in the GeoIntel Kempen repository.

GeoIntel is a GeoAI Workbench for the Kempen region. Its core workflow is:

Data → Processing → Model inference → Geospatial output → QA/QC → Export.

Before coding, read:

1. README.md
2. AGENTS.md
3. docs/M2_ENGINEERING_PACKAGE.md
4. docs/DEVELOPMENT_RULES.md
5. docs/V1_SCOPE_FREEZE.md
6. docs/SERVICE_ARCHITECTURE.md
7. docs/API_CONTRACT_FREEZE_M2.md
8. docs/DATABASE_IMPLEMENTATION_PLAN.md
9. docs/ACCEPTANCE_MATRIX.md
10. docs/TEST_CATALOG.md

Rules:

• Do not change the product direction.
• Do not replace the chosen stack.
• Do not introduce mock-only workflows as final functionality.
• Do not implement LiDAR/training/MLOps/QGIS plugin in V1.
• Do not create fake buttons without real routes or explicit disabled states.
• Backend must be API-first and type-safe.
• Frontend must use a central API client.
• Spatial data must respect CRS and geometry validity.
• Long-running work must use job/run status, not blocking requests.
• Every completed pass must update TODO, changelog, and handoff notes.

First build target:

Implement the backend foundation, database models, health endpoint, project CRUD, area CRUD, dataset registration/upload skeleton, and test scaffolding.