Initial GeoIntel V1 foundation

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+# Quality Gate Matrix
+
+Every implementation pass must satisfy the relevant gates.
+
+| Gate | Backend | Frontend | Data/GIS | AI | Required before merge |
+|---|---|---|---|---|---|
+| Import/build | app imports | TS builds | processing modules import | model adapters import | yes |
+| Contract | response envelope | API client typed | metadata shape stable | detection output shape stable | yes |
+| Validation | request schemas | form errors | CRS/file errors | threshold/model errors | yes |
+| Tests | unit/contract | component where feasible | fixture processing | adapter test | yes for touched area |
+| Docs | route/service docs | UI states docs | source/operation docs | model notes | yes |
+| No fake success | errors visible | empty states real | unsupported explicit | unavailable explicit | yes |
+
+## Minimum gates for Day 1
+
+- Backend health passes.
+- Project/area/dataset contracts pass.
+- Frontend shell builds.
+- Fixture metadata tests pass.
+- Smoke script documents exact failures if any remain.
+
+## Gate failure response
+
+If a gate fails, Codex must either fix it or mark the pass incomplete. Do not claim completion when validation was skipped.