Staging gate 2558 failed because leftover tests still expected D9/D10 or leftover collect after the pool emptied. Discriminate sessions still deliver; dated precision cards still ask.
Co-authored-by: Cursor <cursoragent@cursor.com>
Stop domain-wheel collecting and age-band years in prompts. Ask until the training gate, then discriminate until convergence, then deliver a range plus a concrete follow-up. Reserve holdout only with four dated events.
Co-authored-by: Cursor <cursoragent@cursor.com>
When coverage still blocks adopt and no renderable discriminator remains, narrate the numeric range and persist a spoken collect instead of promising a time card that cannot be clicked. Recompute probe information gain on active candidates and drop zero-split probes explicitly.
Co-authored-by: Cursor <cursoragent@cursor.com>
Only sign-bound varga_style questions may omit a concrete period. Remaining-layer existence and quality probes now drop as yearless_ungrounded_contrast instead of scoring by group order.
Co-authored-by: Cursor <cursoragent@cursor.com>
Occupation answers were stored as career, so coverage never closed, yearless
cards never fired, and the decision layer suppressed an engine-allowed range.
Normalize occupation-collect writes, allow yearless cards once training is
open, offer a range when no distinguish card remains, and align the public
house table to the representative minute.
Co-authored-by: Cursor <cursoragent@cursor.com>
Spoken collect prompts lived only in GET current_question. The chat never
parsed that field, Agent projections returned null after evidence writes,
and active_focus followups collapsed the questionId. Render the parsed
prompt, keep choiceReady on real cards, and give collect focuses a stable
domain-scoped id.
Co-authored-by: Cursor <cursoragent@cursor.com>
A spoken no neither scored nor declined coverage, so relatives never closed and free-text turns left current_question null. Prefer a same-domain yearless scoring card before an unscoreable collect, resolve explicit collect denials as declined, and persist the next followup after an idle agent turn.
Co-authored-by: Cursor <cursoragent@cursor.com>
Collect focus was leaking discriminator probes into the agent prompt and
inheriting choice identity. Mark spoken questions, hide current_probe
unless a real choice card exists, strip fallback identity, log persist
failures, and align the decision probe with the plan including birthDate.
Co-authored-by: Cursor <cursoragent@cursor.com>
Decision and question ranking now share contrast option completion, so a
missing style card cannot deadlock the interview with a dead-end reply.
Co-authored-by: Cursor <cursoragent@cursor.com>
