Choice copy was comparing the search window, so every answer said the range had not changed. Block-scan summed raw scores, so longer afternoon windows won before any evidence difference.
Co-authored-by: Cursor <cursoragent@cursor.com>
Keep askable cards after exhaustion, explain each probe, read the adopted credible range in reports and chat, and compare declared periods before the minute grid when the clock is unknown.
Co-authored-by: Cursor <cursoragent@cursor.com>
Family coverage still continues dated collection when nothing can split leftover minutes, but an already-built choice card must not be displaced by spoken finance collect.
Co-authored-by: Cursor <cursoragent@cursor.com>
Move nextDatedCollectFollowup after family coverage so a new case still
asks D9 then D10. Dated third-event collect stays education → finance →
relocation → health. Admin input padding contract follows --space-3.
BUG-531 and BUG-532.
Co-authored-by: Cursor <cursoragent@cursor.com>
Holdout stays closed until the training gate opens and skips declined domains.
Dated collect order is shared with exhaustion; spoken prompts must name the domain; progress copy uses collection_progress only.
BUG-527 through BUG-530.
Co-authored-by: Cursor <cursoragent@cursor.com>
GET was dropping choice_card when the recast had no choice_frame, so the
embedded options rendered disabled. Replay the persisted reverse-verify /
out-of-sample schema instead of silencing the live question.
Co-authored-by: Cursor <cursoragent@cursor.com>
Focuses now carry asked_turn_id so GET rebuilds stem and options on the
same turn. Agent writes spokenPrompt; the live question slot is gone.
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>
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
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>
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>
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>
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>
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>
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>
Mastra intermediate text-delta was published as answer.delta, then set-focus domain errors reset the attempt and replayed evidence. Publish only the terminal no-tool step, persist the next probe on the server, and ground batch quotes in the source turn.
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>
Choice C/D without new evidence never changed the candidate posterior until the next dated-event rescore, and persist-v2 would cache-hit on the same evidence fingerprint. Patch the latest decision_receipt.inference_state in place so the next follow-up sees the asked split immediately.
Co-authored-by: Cursor <cursoragent@cursor.com>
Dateless occupation_note stayed draft, so classic coverage never finished
and offer-candidates stayed blocked. Confirm those notes, stop crowding
dasha probes with encoded exam quality, and adopt once blocking methods
are covered.
Co-authored-by: Cursor <cursoragent@cursor.com>
Empty ledgers stay in natural-language collection. After the first dated
event, dasha conflict probes reverse-infer 前事 and block offer until
answered. Unique-minute confirmation stays closed at a representative
time; adopt reverse-verifies remaining probes. Records BUG-348–351.
Co-authored-by: Cursor <cursoragent@cursor.com>
Conflict nodes stay server-owned; the Agent writes the question and option copy so users can tap instead of typing through an interrogation.
Co-authored-by: Cursor <cursoragent@cursor.com>
Jesse_Chen