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>
Ask finance and health like other domains, put year-cued collect questions first, and let the classifier distinguish decline vs skip. Skill 10.0.22.
Co-authored-by: Cursor <cursoragent@cursor.com>
Host only says 记下了 after a real write; Mastra schema rejections fail closed. Ledger year keys no longer drop quality probes, dual-dasha agreement is per cluster, width uses cluster span, and public house tables follow the inference minute.
Co-authored-by: Cursor <cursoragent@cursor.com>
Dated life events with clock times were swallowed as birth-window replies, and compare columns still stopped at the first nine candidates after the hour-window cap.
Co-authored-by: Cursor <cursoragent@cursor.com>
Ask dated dasha probes first; D9/D10 and nakshatra wait until that pool is empty, score at half weight, and never eliminate. Skill 10.0.21.
Co-authored-by: Cursor <cursoragent@cursor.com>
Hour windows no longer drop later signature clusters. Credible range uses cluster coverage, and a mid-session spoken birth window gets a fixed reply without calling the model.
Co-authored-by: Cursor <cursoragent@cursor.com>
Engine by_time ledgers now include the full candidate set so posterior columns can look up fit and windows. Delivery turns keep up to three sentences after idle persist; the card subtracts repeated traits and folds the board chart.
Co-authored-by: Cursor <cursoragent@cursor.com>
Replace the minute-row delivery card with up to three compare columns so users can pick the time that fits, and apply the adult-year floor on inspect fallbacks.
Co-authored-by: Cursor <cursoragent@cursor.com>
Engine asked_probe_keys no longer include varga split hashes that 400 the scorer, failed compares become visible and retry, user stop can still deliver a range on a stale snapshot, and holdout no longer reasks domains already in the ledger.
Co-authored-by: Cursor <cursoragent@cursor.com>
Intake stores how sure the user is; rectification now searches that range, offers a one-click widen when event fit is low at the edge, and trisects windows longer than two hours before the minute grid.
Co-authored-by: Cursor <cursoragent@cursor.com>
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>
Implement offset and softmax relative-support scales and a public holdout calibration script, but leave the default proportional because no scheme passed the coverage-and-width gate.
Co-authored-by: Cursor <cursoragent@cursor.com>
Pass asked probe keys into the engine without changing result fingerprints, block nearby years already asked, and require a dated same-domain ledger event before rendering varga_style cards.
Co-authored-by: Cursor <cursoragent@cursor.com>
Window_scan assertions now match the public from_sign/to_sign contract, the
staging quick gate runs the rectification Python suite, and compare-candidates
rescores when stored policy lags the live engine identity.
Co-authored-by: Cursor <cursoragent@cursor.com>
Day-level events now score Vimshottari/Narayana transition closeness so
nearby candidate minutes can diverge, with gated quality probes and
answer-prior ranking so high-base-rate existence questions stay out.
Co-authored-by: Cursor <cursoragent@cursor.com>
Distinguish-stage reverse-verify questions were exhausting after 1–3
dated probes. Union boundary windows across representative pairs, keep
multiple years per domain, raise the public cap, and allow activation
fallback without relaxing MIN_BOUNDARY_DAYS or scoring.
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 published six keys stay on the 2026-07-21 freeze. Current-tree sidecar numbers remain diagnostic and unlabeled as release metrics. Remove the unused v2 PILOT_REPORT_PATH.
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>
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>
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>
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>
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>
Keep unique-top and width on confirmation only, and stop lagna-frame follow-ups from blocking cards on an already-scored cluster.
Co-authored-by: Cursor <cursoragent@cursor.com>
Keep representative-time cards off while method coverage is still open.
New cases bind Skill 10.0.9; existing 10.0.8 packages stay hashed.
Co-authored-by: Cursor <cursoragent@cursor.com>
Interviews skipped D2/D11 and D30 unless the user volunteered them, so those scoring layers almost never ran. Ask them after family, keep relocation out of rotation, and display Bhava/Pranapada transitions without delaying adopt.
Co-authored-by: Cursor <cursoragent@cursor.com>
Window scan now drives d5_refine when D24 changes, family events use D3, and pada/Hora/Ghati are display-only. New cases bind Skill 10.0.7 without unique-minute confirmation.
Co-authored-by: Cursor <cursoragent@cursor.com>
Keep confirmation fail-closed until the public AA set is ready, and rewrite Technique Audit from the attached VedAstro status instead of a hardcoded blocked row.
Co-authored-by: Cursor <cursoragent@cursor.com>
Keep family on D12+D7 instead of mixing it into D4, score D5 on education, and show a natal recast plus technique audit after adopt without unique-minute claims.
Co-authored-by: Cursor <cursoragent@cursor.com>
Dated family evidence now moves candidates via D12 and kin houses, career receipts expose both D1-10 and D10, and appearance/marks may be asked as auxiliary first-house scores. New cases bind Skill 10.0.4.
Co-authored-by: Cursor <cursoragent@cursor.com>
Surface D9/D10 change minutes, event-dasha match copy, dual-dasha conflict, and a post-adopt consult handoff so users can keep narrowing or start a reading from a representative time.
Co-authored-by: Cursor <cursoragent@cursor.com>
