Missing evidence fingerprints are stale, not current. Stale snapshots keep asking discriminators when a probe exists, and offer-candidates refuses until the ledger matches.
Co-authored-by: Cursor <cursoragent@cursor.com>
Reserve a month-or-better holdout, degrade unsigned D9/D10 to existence, and treat ledger keywords as mention-only so remaining discriminators stay in the pool.
Co-authored-by: Cursor <cursoragent@cursor.com>
Family and occupation method layers were blocking discrimination even when
training events were complete and a discriminator probe existed, so the agent
only acknowledged evidence and stopped.
Co-authored-by: Cursor <cursoragent@cursor.com>
Three collected events with a reserved holdout were stalling because the discriminator door counted holdout. Public selection_allowed still had snapshot fallbacks, and health only proved the image SHA.
Co-authored-by: Cursor <cursoragent@cursor.com>
Showing a choice card is no longer treated as completion. Distinguish probes
require real candidate groups, holdout stays out of scoring, and ordinary
sessions can finish with a credible range instead of an exact-minute gate.
Co-authored-by: Cursor <cursoragent@cursor.com>
Coverage-complete ties stayed in discrimination because whole-window D9/D24 follow-ups were treated as probes, and restated dates inserted duplicate evidence. Skip encoded remaining layers, ask leftover D4 or offer a provisional range, and dedupe dated rows by kind and date.
Co-authored-by: Cursor <cursoragent@cursor.com>
Coverage-complete ties never persisted A/B/C/D because contrast probes were stamped with an answered education quality probe, remaining minutes were asked as window D10 signs, and 「没有了」 missed the stop pattern.
Co-authored-by: Cursor <cursoragent@cursor.com>
Coverage complete only unlocks discrimination. A 34/33/33 window plus an
occupation note must ask a D9/D10 contrast probe instead of offering a
stale winner card.
Co-authored-by: Cursor <cursoragent@cursor.com>
Jesse_Chen