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Generated-question funnel for corpora with no assessment material #13

Description

@pequalsnp

Most corpora carry no assessment material, so bank-first extraction alone would make etude a tool for one lucky kind of course.

Generate questions for those corpora — through a funnel, never live during a drill:

  1. draft candidate questions from a lesson (the existing rag enrichment path)
  2. iterate: critique-revise and a scored tournament, converging rather than accepting a first draft
  3. staged human review — accept / edit / reject, the family's proven gate
  4. admit survivors to the bank, permanently labelled generated

Hard rules:

  • the drill never invents a question at ask time, whatever the source
  • extracted and generated items are never silently mixed; provenance shows in the UI and in reports
  • a generated item's "official answer" is a reviewed answer, and the wording should not pretend otherwise

Depends on qbank (#4) for the bank format and stable IDs.

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    enhancementNew feature or requestphase-2v0.2 The Loop — memory bridge and expert

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