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>
Stop falling through to "say another event" after dated and occupation collect are done. Deliver an adopt path or a gate sentence, and add a spoken-collect stop control.
Co-authored-by: Cursor <cursoragent@cursor.com>
Heading-ensure only covered empty packets, so present KP months still dropped MD/AD titles and sanitizer blanked source_path. Also lock the quality gate onto the new contracts.
Co-authored-by: Cursor <cursoragent@cursor.com>
IntersectionObserver fallback called setVisible inside useEffect, which the
react-hooks compiler treats as an error. Queue it on rAF so the gate can
publish the MD report page.
Co-authored-by: Cursor <cursoragent@cursor.com>
New reports skip the writer, persist pl9 Markdown as the body, and settle zero-token usage on the catalog model. Planned longform sections now emit blocked rows instead of vanishing.
Co-authored-by: Cursor <cursoragent@cursor.com>
The first-round title guard compared the pre-RPC snapshot, so append_consultation_question had already rewritten the title and the model name never landed.
Co-authored-by: Cursor <cursoragent@cursor.com>
The four account panes now share a fixed frame, chart profiles open as list then detail, and membership lives in the homepage dialog instead of a separate page.
Co-authored-by: Cursor <cursoragent@cursor.com>
Session history was silently clipped to the first 4000 characters of the last 12 messages, so follow-ups could not see timing or audit tables. Keep an append-only tail plus a checkpoint summary, retry overflow in the same request, and expose cache hit rate in admin usage.
Co-authored-by: Cursor <cursoragent@cursor.com>
Enter now queues one follow-up instead of dropping it, and a rectification stop leaves the streamed reply with a grey notice instead of an error alert.
Co-authored-by: Cursor <cursoragent@cursor.com>
Deploy-window connection errors were translated into "服务尚未配置".
Only real configuration errors keep that copy; other 503s use service_unavailable.
Co-authored-by: Cursor <cursoragent@cursor.com>
Separated candidates were treated as adoptable while finance, relocation, health, or occupation collect was still pending, so clickable cards and a verification report appeared before those questions were asked.
Co-authored-by: Cursor <cursoragent@cursor.com>
A choice-card yes/weak_yes already told us the domain happened, so skip the same-domain "which year" collect without writing the ledger.
Co-authored-by: Cursor <cursoragent@cursor.com>
The staging quality gate failed because database-local-business still listed the old pg_tables set after 20260905010000.
Co-authored-by: Cursor <cursoragent@cursor.com>
Web export now calls the same full pack as the long skill report and caches an owner-only Markdown download. Appendix failure stays unavailable and does not change the main report status.
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>
Family "没有" was treated as adopt-ready once the training gate was open. Remaining dated domains still distinguish leftover minutes, so persist those questions instead of writing the adopt narration.
Co-authored-by: Cursor <cursoragent@cursor.com>
Jesse_Chen