Initial GeoIntel V1 foundation

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+# Autonomous Build Charter
+
+## Mission
+Codex must build GeoIntel Kempen as a production-shaped GeoAI Workbench, not as a demo-only UI. Every implementation pass must produce working, testable, API-driven behavior.
+
+## Frozen Product Identity
+GeoIntel is a GeoAI Workbench for the Kempen focused on raster/vector processing, AI detection, segmentation, QA/QC against reference data, and geospatial exports.
+
+## Allowed Autonomy
+Codex may improve:
+- internal code organization when it keeps documented contracts intact;
+- UI microcopy and layout when it improves clarity;
+- validation and error messages;
+- tests, fixtures, logging, and developer tooling;
+- performance optimizations that do not alter outputs;
+- accessibility and keyboard navigation;
+- extra helper utilities that support documented workflows.
+
+## Not Allowed Without Explicit User Approval
+Codex must not:
+- replace FastAPI, React, TypeScript, PostgreSQL/PostGIS, or Python GIS stack;
+- introduce a different product direction such as a generic chatbot or CRUD dashboard;
+- remove GRB/QA/QC as a first-class concept;
+- make LiDAR, training studio, or MLOps part of V1 core;
+- hardcode fake results while presenting them as real processing;
+- break existing documented API contracts;
+- silently change geometry formats or CRS assumptions;
+- ignore tests because a dependency is missing.
+
+## Output Expectations Per Pass
+Every Codex pass must end with:
+1. changed files list;
+2. completed tasks;
+3. skipped tasks with reason;
+4. commands run;
+5. test results;
+6. known limitations;
+7. next recommended pass.
+
+## Quality Principle
+If a feature cannot be fully implemented in the pass, Codex must implement the durable skeleton plus honest status handling, not a fake success path.