The golden-match oracle harvested all ten server-authored frames from a single
Scripted client. Re-point it at a two-client PvP session (same shared builders
for handshake/mulligan, real turn-cycle frames for TurnStart/TurnEnd/Judge) so
the oracle survives removal of the scripted bot. Category-based shape check is
unchanged.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
a916afe924