Initial public release

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+# M9 Build Pass Scorecards
+
+Use these scorecards after every Codex pass. A pass is not considered complete until its scorecard is mostly green.
+
+## Pass 0 — Audit
+
+- [ ] Repository tree inspected.
+- [ ] Existing docs summarized.
+- [ ] Missing implementation listed.
+- [ ] Build blockers listed.
+- [ ] Next pass selected.
+- [ ] No feature code added.
+
+## Pass 1 — Backend Foundation
+
+- [ ] FastAPI app starts.
+- [ ] Health endpoint exists.
+- [ ] Settings load from environment.
+- [ ] CORS configured for local frontend.
+- [ ] API envelope helper exists.
+- [ ] Error handler exists.
+- [ ] Backend tests run.
+
+## Pass 2 — Database Foundation
+
+- [ ] SQLAlchemy or approved ORM configured.
+- [ ] Alembic migrations initialized.
+- [ ] PostGIS extension migration exists.
+- [ ] Project model exists.
+- [ ] Area model exists with geometry.
+- [ ] Dataset model exists.
+- [ ] Local database connection documented.
+
+## Pass 3 — Project/Area APIs
+
+- [ ] Create/list/read project.
+- [ ] Create/list/read area.
+- [ ] GeoJSON polygon validation.
+- [ ] Area size calculation.
+- [ ] Envelope responses.
+- [ ] Error responses for invalid geometry.
+- [ ] Tests for happy and failure paths.
+
+## Pass 4 — Dataset Manager Skeleton
+
+- [ ] Dataset upload endpoint.
+- [ ] File stored under documented storage root.
+- [ ] Metadata extraction placeholder with real file inspection when possible.
+- [ ] Dataset list/read APIs.
+- [ ] Status lifecycle present.
+- [ ] Tests with fixtures.
+
+## Pass 5 — Frontend Foundation
+
+- [ ] React app starts.
+- [ ] Route shell exists.
+- [ ] API client uses envelope.
+- [ ] Error/loading/empty states exist.
+- [ ] Project list page exists.
+- [ ] Workspace shell exists.
+
+## Pass 6 — Map Workbench Shell
+
+- [ ] MapLibre or approved map abstraction installed.
+- [ ] Area polygon can be displayed.
+- [ ] Demo GeoJSON can be loaded.
+- [ ] Layer panel shell exists.
+- [ ] No hardcoded fake analysis results.
+
+## Pass 7 — Raster/Vector Core Skeleton
+
+- [ ] Raster metadata endpoint skeleton.
+- [ ] Vector metadata endpoint skeleton.
+- [ ] CRS field exposed.
+- [ ] Bounds field exposed.
+- [ ] UI metadata panels exist.
+
+## Pass 8 — QA/QC Skeleton
+
+- [ ] QA service interface exists.
+- [ ] IoU function unit-tested with fixtures.
+- [ ] Precision/recall formulas implemented.
+- [ ] QA endpoint accepts reference and predicted layer IDs or fixture IDs.
+- [ ] QA result card exists.
+
+## Pass 9 — Stabilization
+
+- [ ] All smoke commands documented.
+- [ ] Changelog updated.
+- [ ] Known limitations updated.
+- [ ] Next advanced module recommendation written.