Future reviewer workflow

The future reviewer workflow should keep software responsible for pattern-finding and give humans the teaching decisions that actually require judgment.

App drafts the plan

Recent games become a focused theme, selected key moments, and short next-game cues.

Reviewer adds judgment

The reviewer checks whether the selected moments are useful, whether the explanation is fair, and whether the learner has a simple behavior to try next time.

Quality comes before volume

Reviewer supply should scale only when the review standard is clear. EloNotes should avoid promising titled-player, creator, or GM review until that layer is truly available.