Verified both round-1 briefs against the code rather than the progress
notes. Billing 0/1/2/3/6 and rectification 0/1/2/3/6 are in and clean, and
neither the confirmation gate nor the sealed holdout was loosened.
Two gaps remain. Prompt caching only emits its marker for Anthropic, so on
a DeepSeek-class provider it buys observability and no cost reduction, and
the membership fair-use numbers are untouched — correctly so, since no
real unit cost has been measured yet. The round-2 brief gates those on a
staging measurement pass and pulls the per-answer narrowing table forward,
since it is the deliverable and depends on nothing.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155nFCgCHtoA7jhSDGmZmMu
Two real local sessions are archived. In them the agent states twice that
its minute came from a report already in the upstream repo rather than
from the user's answers, and the follow-up "fix" wired that answer into
the scoring chain; upstream now carries a Narayana tie-break derived from
that single case. This repo was checked and is clean, so two red lines now
keep it that way and gate any upstream sync.
The same records show what the answers genuinely bought: a 30-minute
window narrowed to 3. Tasks 7-10 add what makes that deliverable — the
per-answer narrowing table, an explain surface, mid-case window changes
with evidence retained, and the batched first round.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155nFCgCHtoA7jhSDGmZmMu
The upstream interview playbook and evidence thresholds resolve task 0.
Upstream stops and reports when evidence is thin — fewer than three dated
events, fewer than two domains, or a tie — while this repo treats the same
kind of thresholds as a confirmation gate and keeps asking when they are
not met. Its label ladder has no confirmed rung at all, and every contract
test asserts candidate_range_not_birth_time_truth.
Task 1 capped the interview by round count, which is half of it. Task 6
adds the evidence-state stop rules, reframes exhausted as a normal
delivery, adopts the upstream label ladder and closing wording, and keeps
the 4/3 confirmation gate separate from the 3/2 delivery floor.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155nFCgCHtoA7jhSDGmZmMu
Comparing against the upstream skill repo overturned v1's premise. The
three methodology files are byte-identical across both repos, and the
production v5 scorer imports the same upstream event engine the v4 ranker
does, so swapping engines is off the table and v1's three-way bake-off is
dropped.
What productization actually dropped is the stopping mechanism: upstream
terminates on a fixed 8-question bank and a one-shot adjudication, while
the production decision path discriminates as long as a probe exists. The
round budget is computed but never read by that path, and the "exhausted"
branch it needs already exists. Tasks now wire that budget in, restore the
upstream next-step summary, and keep the report readable from turn zero.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155nFCgCHtoA7jhSDGmZmMu
Audit found three unrelated rectification scoring paths: the local-agent
methodology references, the production v5 server scorer, and the v4 fact
ranker that only the eval scripts import. The sealed holdout numbers
measure the third one, so neither the production path nor the local path
has ever been evaluated.
Task 0 is therefore a blind three-way bake-off on one case set, gating
every later task. The remaining tasks cover a single convergence function
with property tests, moving question authority fully to the server, making
the deliverable exist from turn zero, and the calibration data shortage.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155nFCgCHtoA7jhSDGmZmMu
Records the billing gaps found by reading the live code paths: report.full
has no authorizeUsage call at all, rectification charges model.creditCost
once per case, and pricing is bound to the model rather than the feature.
Seven tasks, with task 0 as a measurement gate so no price lands in the
database from an estimate. Task 6 adds an admin pricing simulator next to
the model config page so margins stay computable against live data.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155nFCgCHtoA7jhSDGmZmMu
.personal-report-reader declared --report-paper, --report-rule and
--report-accent on itself. A custom property resolves from the nearest
element that declares it, so an element-local declaration beats :root
regardless of media queries or source order — the dark override added
with the theme was dead the moment it was written.
The inks did follow the theme, because they live on :root. So dark mode
put --color-ink (#f2f0ea) on paper that stayed #f8f5ee: 1.05:1 for
headings and 1.22:1 for body. The report was effectively invisible.
Printing had the same defect from the other side: the print block forces
white backgrounds but never reset the inks, so printing from a dark
screen produced a blank page. It now pins the palette back to light —
paper is always paper.
Every report ink now clears AA on report paper in both themes, and the
new contract test forbids re-declaring the report palette anywhere but
:root, which is the trap that caused this.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155nFCgCHtoA7jhSDGmZmMu
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>
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>
Dark muted surfaces missed WCAG AA; action and tertiary tokens plus a 32-pair contract close that. Hit targets, remaining-count, and Enter-to-send follow the interaction audit without changing visual sizes.
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>
Appearance is a radio group inside the avatar menu rather than a loose
button, so arrow keys reach it and the current choice is announced.
Picking one keeps the menu open, so the change is visible where it was
made.
"跟随系统" removes data-theme instead of writing a third value — the
media query has nothing to match otherwise. A synchronous script at the
top of <head> re-applies a pinned choice before the first paint; going
through next/script with any strategy would defer it and bring the flash
straight back, so the test asserts a plain script tag. Blocked storage
degrades to following the OS instead of throwing.
The stored value is browser state, so it is read through
useSyncExternalStore rather than synced into React state in an effect,
which also trips the cascading-render lint rule. localStorage only fires
`storage` in other tabs, so a same-tab write notifies its own listeners
and every open tab stays in step.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155nFCgCHtoA7jhSDGmZmMu
Jesse_Chen