The machine's own dials: collection, storage, model
economics. Player-facing cards never live here.
Champion reference stores
Each champion's independent 4K sample,
pulled by its own keyed search. Overlap = surfaced matches the archive
already held; orbit = what Ziggs-era search happened to touch (context,
not progress).
Champion
Pulled
fresh · overlap
State
Sample users — champions played
Champion
Matches
Share
Demo readiness
User
Main
User m.
Ref m.
Ref PT
Metrics
3.0
Review
Morning brief
Archive in R2
Match blobs—
Timelines per match—
Champion store
Members
Completed
Ingest droplet
Awaiting publisher
Champion
Matches
Timelines
Key: unknown
What the archive actually holds
Champion
Matches
Timeline coverage
The model — family and honesty
Family
AUC
Brier
Ranks
Calibration, not accuracy. A model that says 70% must win 70% of the time it
says so. Points on the diagonal are honest; above it the model is
under-confident, below it over-confident. Each point carries its n.