refactor(insights): reduce the blood-pressure card to its snapshot

This commit is contained in:
Marc-André Bombeck committed 2026-10-23 11:08:35 +02:00
1 parent 6d3cfbba05
commit 87a35b670d
3 files changed
+298 -461

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@@ -41,7 +41,6 @@ vi.mock("next/headers", () => ({
vi.mock("@/lib/insights/blood-pressure-status", () => ({
generateBloodPressureStatusForUser: vi.fn(),
resolveBloodPressureStatusLocale: () => "en",
}));
// The `statusText` capability decides whether the note is served; the
@@ -1,9 +1,7 @@
import { NextRequest } from "next/server";
import { apiSuccess } from "@/lib/api-response";
import {
generateBloodPressureStatusForUser,
resolveBloodPressureStatusLocale,
} from "@/lib/insights/blood-pressure-status";
import { generateBloodPressureStatusForUser } from "@/lib/insights/blood-pressure-status";
import { normalizeLocale as resolveBloodPressureStatusLocale } from "@/lib/insights/status-shared";
import { apiHandler, requireRecordAuth } from "@/lib/api-handler";
import { annotate } from "@/lib/logging/context";
import { resolveServerLocale } from "@/lib/i18n/server-locale";
+296 -456
View File
@@ -4,18 +4,7 @@ import {
getBloodPressureSystemPrompt,
getBloodPressureUserPrompt,
} from "@/lib/ai/prompts/blood-pressure";
import { openerArchetypeHint } from "@/lib/ai/prompts/opener-archetype";
import type { Locale } from "@/lib/i18n/config";
import {
formatPreviousContextForPrompt,
getPreviousInsightContext,
} from "@/lib/insights/memory";
import {
buildAssessmentContextBlock,
computeSteadyRun,
pickVarietyLead,
} from "@/lib/insights/assessment-context";
import { getRelevantCorrelationsForMetric } from "@/lib/insights/metric-correlation-context";
import { computeSteadyRun } from "@/lib/insights/assessment-context";
import { getBpTargets } from "@/lib/analytics/bp-targets";
import { isBpReadingInTarget } from "@/lib/analytics/bp-in-target";
import {
@@ -41,33 +30,24 @@ import {
import {
buildGradedSeriesFromPoints,
buildGradedSeriesWithRollups,
degradeStatusSnapshotToBudget,
} from "@/lib/insights/graded-series";
import { statusSnapshotCharsForRecord } from "@/lib/ai/capabilities/usage";
import { buildMetricSignal } from "@/lib/insights/metric-signal";
import {
type SupportedLocale,
normalizeLocale,
finalizeStatusSummary,
persistStatusInsight,
round,
summarizeSeries,
} from "@/lib/insights/status-shared";
import {
readFreshStatusText,
refreshUnchangedStatusInsight,
resolveReadOnlyStatusMiss,
statusCacheAction,
} from "@/lib/insights/status-cache";
import { hashInsightSnapshot } from "@/lib/insights/snapshot-hash";
import { returnTimeoutFallback } from "@/lib/insights/timeout-fallback";
import { round, summarizeSeries } from "@/lib/insights/status-shared";
import {
runPreparedStatusCard,
type PreparedStatusCard,
type StatusCardResult,
} from "@/lib/insights/status-card-generation";
import { annotate } from "@/lib/logging/context";
import { resolveUserTimezone, userDayKey } from "@/lib/tz/resolver";
import {
coverageSpan,
prepareStatusCard,
textStatusCodec,
type StatusCardBuild,
type StatusCardContext,
type StatusCardOptions,
type StatusCardPlugin,
type StatusTextResult,
} from "@/lib/insights/status-pipeline";
import { userDayKey } from "@/lib/tz/resolver";
import { DEFAULT_TIMEZONE } from "@/lib/tz/format";
import { TRACKED_INTAKE_WHERE } from "@/lib/medications/intake-tracking";
import { canonicalDailyTimestamp } from "@/lib/measurements/consolidation-tz";
@@ -122,108 +102,32 @@ function pairDailyBuckets(
*/
export async function generateBloodPressureStatusForUser(
userId: string,
options?: {
locale?: string | null;
force?: boolean;
readOnly?: boolean;
},
): Promise<{
hasProvider: boolean;
text: string | null;
cached: boolean;
updatedAt: string | null;
preparing?: boolean;
revalidating?: boolean;
}> {
options?: StatusCardOptions,
): Promise<StatusTextResult> {
const prepared = await prepareBloodPressureStatusForUser(userId, options);
const result = await runPreparedStatusCard(prepared);
return result as {
hasProvider: boolean;
text: string | null;
cached: boolean;
updatedAt: string | null;
preparing?: boolean;
revalidating?: boolean;
};
return (await runPreparedStatusCard(prepared)) as StatusTextResult;
}
/**
* v1.18.7 — everything up to (not including) the provider call.
* See `status-card-generation.ts` for the prepare/run/finalize contract.
* Everything up to (not including) the provider call, through the shared
* status pipeline (`status-pipeline.ts`); this card supplies its snapshot.
*/
export async function prepareBloodPressureStatusForUser(
export function prepareBloodPressureStatusForUser(
userId: string,
options?: {
locale?: string | null;
force?: boolean;
/** v1.8.3 — read-only navigation path; see weight-status for the rationale. */
readOnly?: boolean;
},
options?: StatusCardOptions,
): Promise<PreparedStatusCard> {
const locale = normalizeLocale(options?.locale);
const force = options?.force === true;
const readOnly = options?.readOnly === true;
const cacheAction = statusCacheAction("blood-pressure", locale);
// v1.30.3 — resolve the user's own tz BEFORE the day-key so the
// cache rolls over at the user's local midnight, not Berlin's. Has to
// happen ahead of the cache read below (the earliest possible return
// path), not just the later day-bucketing reads.
const userTz = await resolveUserTimezone(userId);
const todayKey = userDayKey(new Date(), userTz);
const cached = await readFreshStatusText({
userId,
cacheAction,
todayKey,
force,
});
if (cached) {
return {
phase: "served",
result: {
hasProvider: true,
text: cached.text,
cached: true,
updatedAt: cached.updatedAt,
},
};
}
if (readOnly) {
const outcome = await resolveReadOnlyStatusMiss({
userId,
metric: "blood-pressure",
locale,
});
// Unavailable for any reason serves the deterministic line and enqueues
// nothing. `hasProvider` is provider presence only.
if (outcome.kind === "unavailable") {
return {
phase: "served",
result: {
hasProvider: outcome.hasProvider,
text: getNoKeyBloodPressureStatusText(locale),
cached: true,
updatedAt: null,
},
};
}
// v1.8.7 — stale-while-revalidate: serve the last good assessment
// (if any) instantly while the worker re-warms; only fall to the empty
// preparing skeleton when none was ever produced.
return {
phase: "served",
result: {
hasProvider: true,
text: outcome.lastGood?.text ?? null,
cached: outcome.lastGood !== null,
updatedAt: outcome.lastGood?.updatedAt ?? null,
preparing: outcome.lastGood === null,
revalidating: outcome.revalidating,
},
};
}
return prepareStatusCard(BLOOD_PRESSURE_STATUS_CARD, userId, options);
}
/**
* The blood-pressure snapshot: both channels against the person's targets,
* weight against systolic, BP-medication adherence against systolic, and
* mood context.
*/
async function buildBloodPressureSnapshot(
ctx: StatusCardContext,
): Promise<StatusCardBuild<undefined>> {
const { userId, locale, userTz, todayKey } = ctx;
const user = await prisma.user.findUnique({
where: { id: userId },
select: {
@@ -231,6 +135,188 @@ export async function prepareBloodPressureStatusForUser(
},
});
const { measurements, now, weightSeries, sysSeries, diaSeries } =
await readBpChannels(userId, userTz);
const bpTargets = getBpTargets(user?.dateOfBirth ?? null);
const { pairedBloodPressure, bpInTargetPctLast30DailyPoints } =
pairBloodPressure(sysSeries.daily, diaSeries.daily, bpTargets, now, userTz);
const weightVsSystolicPairs = pairDailyBuckets(
weightSeries.daily,
sysSeries.daily,
now,
userTz,
);
const weightVsSystolicCorrelation = significantPearsonCorrelation(
weightVsSystolicPairs,
);
const medicationContext = await readBpMedicationContext(
userId,
now,
userTz,
sysSeries.daily,
);
const { moodSeries, moodMean, moodGraded } = await readBpMoodContext(
userId,
now,
userTz,
);
// The two BP channels source their recent / weekly slices from a
// bounded raw read and their monthly / yearly tail from the MONTH /
// YEAR rollup tier (full-history in-memory fallback on a cold-tier
// coverage miss). Mood has no rollup tier, so it stays an in-memory fold.
const [sysGraded, diaGraded] = await Promise.all([
buildGradedSeriesWithRollups(userId, "BLOOD_PRESSURE_SYS", now, userTz),
buildGradedSeriesWithRollups(userId, "BLOOD_PRESSURE_DIA", now, userTz),
]);
const { totalSpanDays, newestDaysAgo: newestMeasurementDaysAgo } =
coverageSpan(
measurements.length > 0 ? measurements[0].measuredAt : null,
measurements.length > 0
? measurements[measurements.length - 1].measuredAt
: null,
);
// v1.18.10 — hand the model the finished recent-vs-baseline
// comparison + normal-swing verdict per channel instead of asking it to
// derive them. BP needs two signals; the user's own targets are the coarse
// band anchor when present.
const sysSignal = buildMetricSignal({
metric: locale === "en" ? "your systolic" : "deine Systole",
unit: "mmHg",
direction: "lower-better",
graded: sysGraded,
normalRange: bpTargets
? { low: bpTargets.sysLow, high: bpTargets.sysHigh }
: null,
newestDaysAgo: newestMeasurementDaysAgo,
});
const diaSignal = buildMetricSignal({
metric: locale === "en" ? "your diastolic" : "deine Diastole",
unit: "mmHg",
direction: "lower-better",
graded: diaGraded,
normalRange: bpTargets
? { low: bpTargets.diaLow, high: bpTargets.diaHigh }
: null,
newestDaysAgo: newestMeasurementDaysAgo,
});
const snapshot = {
locale,
generatedForDay: todayKey,
focus: "blood_pressure",
dataCoverage: {
totalMeasurements: measurements.length,
totalSpanDays,
newestMeasurementDaysAgo,
},
bloodPressure: {
systolic: {
...(sysSignal ? { signal: sysSignal } : {}),
summary: summarizeSeries(
sysSeries.daily.map((bucket) => ({ value: bucket.value })),
),
series: sysGraded,
},
diastolic: {
...(diaSignal ? { signal: diaSignal } : {}),
summary: summarizeSeries(
diaSeries.daily.map((bucket) => ({ value: bucket.value })),
),
series: diaGraded,
},
paired: {
summary: summarizeSeries(
pairedBloodPressure.map((entry) => ({
value: (entry.sys + entry.dia) / 2,
})),
),
series: pairedBloodPressure.slice(-CORRELATION_PAIR_CAP),
},
targets: bpTargets
? {
systolic: { min: bpTargets.sysLow, max: bpTargets.sysHigh },
diastolic: { min: bpTargets.diaLow, max: bpTargets.diaHigh },
inTargetPctLast30DailyPoints: bpInTargetPctLast30DailyPoints,
}
: null,
},
weightVsSystolic: {
correlation: weightVsSystolicCorrelation,
pairs: weightVsSystolicPairs
.slice(-CORRELATION_PAIR_CAP)
.map((entry) => ({
day: entry.dayKey,
weight: round(entry.a, 2),
systolic: round(entry.b, 2),
})),
},
bpMedicationContinuityVsSystolic: {
expectedIntakesPerDay: medicationContext.expectedIntakesPerDay,
medicationCount: medicationContext.medicationCount,
correlation: medicationContext.continuityVsSystolicCorrelation,
series:
medicationContext.continuityVsSystolicSeries.slice(
-CORRELATION_PAIR_CAP,
),
},
bpMedications: medicationContext.medicationCompliance,
moodContext:
moodSeries.daily.length >= 3
? {
points: moodSeries.daily.length,
mean: moodMean,
latest: moodSeries.daily[0]?.value ?? null,
series: moodGraded,
moodVsSystolicCorrelation: (() => {
const moodVsSysPairs = pairDailyBuckets(
moodSeries.daily,
sysSeries.daily,
now,
userTz,
);
return significantPearsonCorrelation(moodVsSysPairs);
})(),
}
: null,
};
return {
snapshot,
finish: () => ({
context: {
repeatCount: computeSteadyRun(sysGraded.weekly, sysGraded.monthly),
points: sysSeries.daily.length,
newestDaysAgo: newestMeasurementDaysAgo,
relationsFor: "BLOOD_PRESSURE_SYS",
},
fallbackText: getNoKeyBloodPressureStatusText(locale, sysSignal),
prompts: (snapshotJson, context) => ({
systemPrompt: getBloodPressureSystemPrompt(locale),
userPrompt: getBloodPressureUserPrompt(
snapshotJson,
todayKey,
locale,
context.previousContextBlock,
context.assessmentContextBlock,
context.openerHint,
),
}),
detail: undefined,
}),
};
}
/**
* Weight and the two BP channels, read once and bucketed per user-local day.
*/
async function readBpChannels(userId: string, userTz: string) {
// v1.4.28 — cap the snapshot input. The downstream
// `applyPayloadBudget` trims further; this `take` keeps the read
// bounded for Apple-Health-rich accounts. BP captures three types
@@ -291,10 +377,23 @@ export async function prepareBloodPressureStatusForUser(
{ now, tz: userTz },
);
const bpTargets = getBpTargets(user?.dateOfBirth ?? null);
return { measurements, now, weightSeries, sysSeries, diaSeries };
}
/**
* Systolic paired with diastolic per day, each day judged against the
* person's targets, and the share of paired days in target.
*/
function pairBloodPressure(
sysDaily: DailyBucket[],
diaDaily: DailyBucket[],
bpTargets: ReturnType<typeof getBpTargets>,
now: Date,
userTz: string,
) {
const pairedBloodPressure = pairDailyBuckets(
sysSeries.daily,
diaSeries.daily,
sysDaily,
diaDaily,
now,
userTz,
).map((entry) => ({
@@ -320,16 +419,58 @@ export async function prepareBloodPressureStatusForUser(
1,
);
const weightVsSystolicPairs = pairDailyBuckets(
weightSeries.daily,
sysSeries.daily,
now,
userTz,
);
const weightVsSystolicCorrelation = significantPearsonCorrelation(
weightVsSystolicPairs,
);
return { pairedBloodPressure, bpInTargetPctLast30DailyPoints };
}
/** The mood context: daily buckets, their mean, and the graded series. */
async function readBpMoodContext(userId: string, now: Date, userTz: string) {
// Fetch mood context (optional — for enrichment only). v1.4.28
// Cap at 90 entries (~3 months) so power users don't pull
// unbounded rows before the bucket-series budget runs.
const moodEntries = await readRecentMoodScores(userId, 90);
const moodSeries = applyPayloadBudget(
moodEntries.map((entry) => ({
measuredAt: entry.moodLoggedAt,
value: entry.score,
})),
{ now, tz: userTz },
);
const moodSummary = summarizeSeries(
moodSeries.daily.map((bucket) => ({ value: bucket.value })),
);
const moodMean = moodSummary?.mean ?? null;
// Compact graded series for the prompt. The `*Series.daily` buckets
// above stay for the correlation pairing + in-target gate; only the
// graded shape is embedded so the full daily arrays never ship.
const gradedFromDaily = (buckets: DailyBucket[]) =>
buildGradedSeriesFromPoints(
buckets.map((b) => ({
measuredAt: canonicalDailyTimestamp(
dayOffsetToDayKey(now, b.dayOffset, userTz),
userTz,
),
value: b.value,
})),
now,
userTz,
);
const moodGraded = gradedFromDaily(moodSeries.daily);
return { moodSeries, moodMean, moodGraded };
}
/**
* The active, scheduled BP medications with their 7- and 30-day compliance,
* and the per-day intake continuity against the systolic series with its
* significance-gated correlation.
*/
async function readBpMedicationContext(
userId: string,
now: Date,
userTz: string,
sysDaily: DailyBucket[],
) {
const activeMedicationRows = await prisma.medication.findMany({
// v1.16.11 — as-needed (PRN) medications never feed the BP-status
// compliance gate (no expected doses, no rate).
@@ -440,7 +581,7 @@ export async function prepareBloodPressureStatusForUser(
takenByDay.set(dayKey, (takenByDay.get(dayKey) ?? 0) + 1);
}
const continuityVsSystolicSeries = sysSeries.daily.map((point) => {
const continuityVsSystolicSeries = sysDaily.map((point) => {
// DST-safe: dayOffsetToDayKey computes calendar days, not 24h ticks.
const dayKey = dayOffsetToDayKey(now, point.dayOffset, userTz);
const taken = takenByDay.get(dayKey) ?? 0;
@@ -456,48 +597,6 @@ export async function prepareBloodPressureStatusForUser(
};
});
// Fetch mood context (optional — for enrichment only). v1.4.28
// Cap at 90 entries (~3 months) so power users don't pull
// unbounded rows before the bucket-series budget runs.
const moodEntries = await readRecentMoodScores(userId, 90);
const moodSeries = applyPayloadBudget(
moodEntries.map((entry) => ({
measuredAt: entry.moodLoggedAt,
value: entry.score,
})),
{ now, tz: userTz },
);
const moodSummary = summarizeSeries(
moodSeries.daily.map((bucket) => ({ value: bucket.value })),
);
const moodMean = moodSummary?.mean ?? null;
// Compact graded series for the prompt. The `*Series.daily` buckets
// above stay for the correlation pairing + in-target gate; only the
// graded shape is embedded so the full daily arrays never ship.
const gradedFromDaily = (buckets: DailyBucket[]) =>
buildGradedSeriesFromPoints(
buckets.map((b) => ({
measuredAt: canonicalDailyTimestamp(
dayOffsetToDayKey(now, b.dayOffset, userTz),
userTz,
),
value: b.value,
})),
now,
userTz,
);
// The two BP channels source their recent / weekly slices from a
// bounded raw read and their monthly / yearly tail from the MONTH /
// YEAR rollup tier (full-history in-memory fallback on a cold-tier
// coverage miss). Mood has no rollup tier, so it stays an in-memory fold.
const [sysGraded, diaGraded] = await Promise.all([
buildGradedSeriesWithRollups(userId, "BLOOD_PRESSURE_SYS", now, userTz),
buildGradedSeriesWithRollups(userId, "BLOOD_PRESSURE_DIA", now, userTz),
]);
const moodGraded = gradedFromDaily(moodSeries.daily);
const continuityVsSystolicPairs: PairedPoint[] = continuityVsSystolicSeries
.map((entry) => {
if (entry.continuityPct == null) return null;
@@ -514,281 +613,22 @@ export async function prepareBloodPressureStatusForUser(
continuityVsSystolicPairs,
);
const oldestMeasurement =
measurements.length > 0 ? measurements[0].measuredAt : null;
const newestMeasurement =
measurements.length > 0
? measurements[measurements.length - 1].measuredAt
: null;
const totalSpanDays =
oldestMeasurement && newestMeasurement
? Math.round(
(newestMeasurement.getTime() - oldestMeasurement.getTime()) /
(24 * 60 * 60 * 1000),
)
: 0;
const newestMeasurementDaysAgo = newestMeasurement
? Math.round(
(Date.now() - newestMeasurement.getTime()) / (24 * 60 * 60 * 1000),
)
: null;
// v1.18.10 — hand the model the finished recent-vs-baseline
// comparison + normal-swing verdict per channel instead of asking it to
// derive them. BP needs two signals; the user's own targets are the coarse
// band anchor when present.
const sysSignal = buildMetricSignal({
metric: locale === "en" ? "your systolic" : "deine Systole",
unit: "mmHg",
direction: "lower-better",
graded: sysGraded,
normalRange: bpTargets
? { low: bpTargets.sysLow, high: bpTargets.sysHigh }
: null,
newestDaysAgo: newestMeasurementDaysAgo,
});
const diaSignal = buildMetricSignal({
metric: locale === "en" ? "your diastolic" : "deine Diastole",
unit: "mmHg",
direction: "lower-better",
graded: diaGraded,
normalRange: bpTargets
? { low: bpTargets.diaLow, high: bpTargets.diaHigh }
: null,
newestDaysAgo: newestMeasurementDaysAgo,
});
const snapshot = {
locale,
generatedForDay: todayKey,
focus: "blood_pressure",
dataCoverage: {
totalMeasurements: measurements.length,
totalSpanDays,
newestMeasurementDaysAgo,
},
bloodPressure: {
systolic: {
...(sysSignal ? { signal: sysSignal } : {}),
summary: summarizeSeries(
sysSeries.daily.map((bucket) => ({ value: bucket.value })),
),
series: sysGraded,
},
diastolic: {
...(diaSignal ? { signal: diaSignal } : {}),
summary: summarizeSeries(
diaSeries.daily.map((bucket) => ({ value: bucket.value })),
),
series: diaGraded,
},
paired: {
summary: summarizeSeries(
pairedBloodPressure.map((entry) => ({
value: (entry.sys + entry.dia) / 2,
})),
),
series: pairedBloodPressure.slice(-CORRELATION_PAIR_CAP),
},
targets: bpTargets
? {
systolic: { min: bpTargets.sysLow, max: bpTargets.sysHigh },
diastolic: { min: bpTargets.diaLow, max: bpTargets.diaHigh },
inTargetPctLast30DailyPoints: bpInTargetPctLast30DailyPoints,
}
: null,
},
weightVsSystolic: {
correlation: weightVsSystolicCorrelation,
pairs: weightVsSystolicPairs
.slice(-CORRELATION_PAIR_CAP)
.map((entry) => ({
day: entry.dayKey,
weight: round(entry.a, 2),
systolic: round(entry.b, 2),
})),
},
bpMedicationContinuityVsSystolic: {
expectedIntakesPerDay: expectedBpIntakesPerDay,
medicationCount: bpMedications.length,
correlation: continuityVsSystolicCorrelation,
series: continuityVsSystolicSeries.slice(-CORRELATION_PAIR_CAP),
},
bpMedications: medicationCompliance,
moodContext:
moodSeries.daily.length >= 3
? {
points: moodSeries.daily.length,
mean: moodMean,
latest: moodSeries.daily[0]?.value ?? null,
series: moodGraded,
moodVsSystolicCorrelation: (() => {
const moodVsSysPairs = pairDailyBuckets(
moodSeries.daily,
sysSeries.daily,
now,
userTz,
);
return significantPearsonCorrelation(moodVsSysPairs);
})(),
}
: null,
};
const shed = degradeStatusSnapshotToBudget(
snapshot as unknown as Record<string, unknown>,
{ maxChars: await statusSnapshotCharsForRecord(userId) },
);
const snapshotJson = JSON.stringify(snapshot);
annotate({
action: { name: cacheAction },
meta: {
payload_size_bytes: snapshotJson.length,
...(shed.length > 0 ? { snapshot_shed: shed } : {}),
},
});
// Content-hash gate (v1.16.8): when the snapshot is unchanged since the
// last real assessment, refresh the cache timestamp and skip the LLM.
const snapshotHash = hashInsightSnapshot(snapshot);
const unchanged = await refreshUnchangedStatusInsight({
userId,
cacheAction,
todayKey,
snapshotHash,
});
if (unchanged) {
return {
phase: "served",
result: {
hasProvider: true,
text: unchanged.text,
cached: true,
updatedAt: unchanged.updatedAt,
},
};
}
const previousContext = await getPreviousInsightContext(
userId,
"blood-pressure-status",
locale,
12,
);
const previousContextBlock = formatPreviousContextForPrompt(
previousContext,
locale,
);
// v1.12.7 — same diversity / anti-repetition block the archetype cards
// carry, now threaded into this headline card. Pure formatting of
// already-computed data; the correlation fetch is best-effort and resolves
// to no block on failure, never a generation failure.
const varietyLead = pickVarietyLead(userId, "blood-pressure", todayKey);
const steadyRun = computeSteadyRun(sysGraded.weekly, sysGraded.monthly);
const relations = await getRelevantCorrelationsForMetric(
userId,
"BLOOD_PRESSURE_SYS",
locale,
);
const assessmentContextBlock = buildAssessmentContextBlock(
{
varietyLead,
dataStrength: {
points: sysSeries.daily.length,
newestDaysAgo: newestMeasurementDaysAgo,
},
repeatCount: steadyRun,
relations,
},
locale,
);
// The provider call is deferred to the caller — single-card path runs ONE
// completion; the batch path folds this prompt into one shared call.
return {
phase: "pending",
metric: "blood-pressure",
userId,
cacheAction,
systemPrompt: getBloodPressureSystemPrompt(locale),
userPrompt: getBloodPressureUserPrompt(
snapshotJson,
todayKey,
locale,
previousContextBlock,
assessmentContextBlock,
// v1.28.40 — rotating opener hint, per (user, metric, day); activates the
// base prompt's verdict-first opener branch on the per-metric card.
openerArchetypeHint(
`${userId}:blood-pressure:${todayKey}`,
locale as Locale,
),
),
snapshotHash,
// v1.12.7 — match the archetype cards' 0.45: more cadence entropy while
// FACTS stay pinned by the snapshot + the forbidden-phrase guards.
temperature: 0.45,
noProvider: {
hasProvider: false,
text: getNoKeyBloodPressureStatusText(locale, sysSignal),
cached: true,
updatedAt: null,
},
timeout: (reason): StatusCardResult =>
returnTimeoutFallback({
cacheAction,
reason,
userId,
todayKey,
stubText: getNoKeyBloodPressureStatusText(locale, sysSignal),
}),
finalize: async (outcome): Promise<StatusCardResult> => {
// Outbound safety screen. The only transform here used to be
// whitespace-normalisation, so a dose-change imperative or a fabricated
// clinical risk score persisted as the day's cached assessment. Policy
// for a background-generated card is WITHHOLD: serve the deterministic
// stub and persist no model text (see `finalizeStatusSummary`).
const screened = finalizeStatusSummary(outcome.content, locale);
if (!screened.ok) {
annotate({
action: { name: "insights.status.outbound_blocked" },
meta: { cacheAction, reason: screened.reason },
});
return returnTimeoutFallback({
cacheAction,
reason: "screened",
userId: userId,
todayKey: todayKey,
stubText: getNoKeyBloodPressureStatusText(locale, sysSignal),
});
}
const summary = screened.text;
if (!summary) {
throw new Error(
"Blood-pressure-status summary was empty after normalization",
);
}
const updatedAt = await persistStatusInsight({
userId,
cacheAction,
todayKey,
text: summary,
snapshotHash,
});
return {
hasProvider: true,
text: summary,
cached: false,
updatedAt,
};
},
medicationCompliance,
expectedIntakesPerDay: expectedBpIntakesPerDay,
medicationCount: bpMedications.length,
continuityVsSystolicSeries,
continuityVsSystolicCorrelation,
};
}
export function resolveBloodPressureStatusLocale(
locale: string | null | undefined,
): SupportedLocale {
return normalizeLocale(locale);
}
const BLOOD_PRESSURE_STATUS_CARD: StatusCardPlugin<
StatusTextResult,
undefined
> = {
scope: "blood-pressure",
codec: textStatusCodec,
unavailableText: (locale) => getNoKeyBloodPressureStatusText(locale),
emptyMessage: "Blood-pressure-status summary was empty after normalization",
build: buildBloodPressureSnapshot,
};