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>
Choice path already wrote spokenFollowupForUser into the body; free-text
dropped that stem and only filled empty answers, so a new collect_spoken
focus stayed invisible after “记下了”.
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>
Choice cards were showing type-table tokens as options, dating long-term style questions, and stacking the stem on the first option because legend is outside the fieldset grid.
Co-authored-by: Cursor <cursoragent@cursor.com>
The standalone collect prompt bar reused the choice-card chrome and
duplicated the question. Visibility now comes from the spoken reply,
with an empty-body fallback that posts the persisted focus prompt.
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>
The choice and collect fast paths applied the answer then returned,
so a dated event in the same utterance never reached the evidence
ledger. Idle persist also prechecked follow-up with a hardcoded
collect_evidence outcome instead of the dossier decision.
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>
Scoring scoped the contrast packet to the previous round's candidate set while
minting probes for the new one, so every later read re-prefixed the stored hash
and the persisted focus schema could never match. Mint one prefix per set and
compare splits by probe identity.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVapmh2oGNyr6ECHKjPJY8
The post-choice decision used a looser plan than the followup builder.
Load compute once in persistApplied and feed the same birthDate to both.
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>
Ask-holdout now requires a renderable choice frame. Scoring uses the same effective contrast kind as rendering, because the engine-varga.d9/d10 fork was live. varga_style weak_yes counts as a strong conflict; existence weak_yes still does not.
Co-authored-by: Cursor <cursoragent@cursor.com>
Training already counted quarter/range as dated, while the inference ledger mapped them to unknown and left the events unused.
Co-authored-by: Cursor <cursoragent@cursor.com>
Write and read used different range definitions at the same lead of 8, so a real separation always fail-closed the candidate projection.
Co-authored-by: Cursor <cursoragent@cursor.com>
Silent unrenderable discriminators, a missing question-contract golden, and a always-on tool table were hiding fail-closed drops behind the prompt wall.
Co-authored-by: Cursor <cursoragent@cursor.com>
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>
Closing a discriminator used to leave GET without a card after refresh.
Write the next dated question in the same request, skip childhood career
and move probes, and do not continue a read-only turn when that question
is already persisted.
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>
Docker next build failed on ProbeAnswer.id and optional decisionReceipt,
so staging never received the month-lock SHA.
Co-authored-by: Cursor <cursoragent@cursor.com>
Keep Vimshottari/Narayana start dates instead of truncating to year, so
same-year month splits can appear on the choice card.
Co-authored-by: Cursor <cursoragent@cursor.com>
Dated evidence in a domain no longer yields another existence question
in that domain. Remaining varga discriminators all stay in the pool so
the next card is whichever unused split scores highest.
Co-authored-by: Cursor <cursoragent@cursor.com>
Empty snapshot candidates were starving remaining D24 splits, so the
TypeScript follow-up chain asked the low-gain Python career probe.
Read paths now share one inference+engine catalog and yield a stale
low-gain distinguish card to the current winner.
Co-authored-by: Cursor <cursoragent@cursor.com>
Python and TypeScript now share a four-option probe contract, persist Focus before asking, and pick the highest-value renderable probe instead of preferring low-gain career events over D24.
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>
Exam-quality cards may still jump ahead of adoption, but career years stay on method rotation. Server stamps only period and family; spoken questions remain model-authored.
Co-authored-by: Cursor <cursoragent@cursor.com>
Recorded-year quality probes were spoken-only, so the interview had no
choice card. Compare also re-scored after batch until the 105s attempt
aborted the turn.
Co-authored-by: Cursor <cursoragent@cursor.com>
Publish next build failed because the spoken-bind helper required result/output
on chunk payload, which the runner stream type does not have.
Co-authored-by: Cursor <cursoragent@cursor.com>
Conflict probes were jumping after one dated event, so the interview asked
another domain before method collection. Spoken replies now follow the
stamped choice prompt instead of a topic denylist.
Co-authored-by: Cursor <cursoragent@cursor.com>
Evidence writes now return the persisted open_question so the model asks that stem instead of a second education probe, and the jump-to-latest chip is centered again.
Co-authored-by: Cursor <cursoragent@cursor.com>
Choice cards used a hardcoded domain menu and always asked existence.
Rank scoring layers by remaining-minute entropy, keep finance and health
volunteer-only, and ask D9/D10 style or exam quality so taps match outcomes.
Co-authored-by: Cursor <cursoragent@cursor.com>
Progress and spoken text shared a 24px consultation-report gap, and the jump chip covered option D. Put D-chart names back on the activity strip from evidence rescore methods.
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>
Give the interview a hidden reasoning channel so planning leaves the spoken reply, publish terminal text-delta as-is, and stop regex or Case templates from replacing the model.
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>
Jesse_Chen