Learning focus selector

Snapshot-locked selections for outcomes and content points. Invalid combinations are blocked before generation.

Pipeline status

IngestionEmpty
Root hash
Graph snapshot
Unit
Compliance
Export
Run Graph first.

Build a graph snapshot first.