Initial public release

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+# Codex Pass 04 — Dataset Manager
+
+## Goal
+
+Implement dataset upload and metadata foundation.
+
+## Must implement
+
+- upload endpoint;
+- local storage path based on storage architecture;
+- metadata extraction scaffold;
+- dataset record persistence;
+- type detection for vector/raster by extension;
+- safe file name handling;
+- tests using fixtures.
+
+## Must not implement
+
+- heavy raster clipping;
+- external provider download;
+- AI inference.
+
+## Output
+
+Use `docs/M6_FINAL_HANDOFF_TEMPLATE.md`.