Commit Graph
109 Commits
Author SHA1 Message Date
Marc-André Bombeck 35a3842bba fix(analytics): return null health score when no pillar clears its own bar
The empty-path guard in the score fast-path checked raw record presence
(any row at all) rather than each pillar's own eligibility threshold —
weight needs 2 readings, mood needs 5 entries, BP needs a paired
reading, compliance needs an active scheduled medication. An account
with some data but no eligible pillar (a single mood entry, a single
weight reading) fell through to computeHealthScore, which summed no
components and returned a raw 0/red score indistinguishable from a
genuinely poor result.

Check the computed result's own components instead of re-deriving the
thresholds, so the guard can never drift from computeHealthScore's
actual eligibility rules. A pillar legitimately computed as 0 keeps its
0 value and is never swept into the null branch.

Closes #582.
2026-07-23 09:08:18 +02:00
Marc-André Bombeck 3ccc991851 test: pin the rollup window, the intra-batch stats: winner, and the resting merge
Each case fails on the pre-fix code: the rollup tests on an unaligned
recompute window, the batch tests on the older stats: snapshot winning,
and the resting test on a series that stops at the fold horizon.
2026-07-19 05:08:20 +02:00
Marc-André Bombeck 4791d6f543 test: pin the suite's timezone and make the zone-sensitive fixtures say which zone they mean
The suite was not timezone-pinned. CI runs UTC, so a whole class of
day-bucketing defect was invisible to the gate while a contributor outside
UTC saw a red suite on unmodified main. Verified: a UTC+14 host fails five
tests on an otherwise green tree. Pin TZ=UTC in both vitest configs; tests
that need a different HOST zone now set and restore it explicitly.

The resting-pulse fixtures passed offset-less ISO literals, which parse as
host-local, so they could not distinguish the Berlin day-key the
implementation uses from a UTC one — swapping the day-key's zone left the
file green. Build each instant explicitly in Berlin and add cases whose
local day and UTC day genuinely differ; that swap now fails two of them.

Delete the 'DST boundary (spring-forward)' compliance case. It passed no
timezone, so the slot builder took the legacy UTC path where the date
carries no transition, and it asserted totalExpected === 7 — which holds in
every zone and therefore could never see the double-emit its own comment
described. Threading a real zone does not rescue it: the assertion stays
true in Berlin, UTC, UTC+14 and UTC-11 alike. The property it claimed is
already pinned properly in the scheduling suite, which walks
buildCadenceTimeline with an explicit zone across both the 23 h
spring-forward and the 25 h fall-back day.
2026-07-19 02:27:03 +02:00
Marc-André Bombeck 5fa18a3754 feat(measurements): 10-minute aggregated heart-rate upload contract
Refine the go-forward aggregated HR wire contract (iOS #34) from the never-
adopted hourly bucket to a 10-minute UTC bucket, so one contract serves both
the measurements-list de-explosion and the intraday-pulse 10-min curve.

- Batch route accepts stats:HKQuantityTypeIdentifierHeartRate:<10-min ISO-Z>
  with avg + min/max, overwrite semantics, malformed-suffix rejection; the
  validator is identifier-generic (allowlist) so respiratoryRate/SpO2 can join
  later without a grammar change.
- The intraday reader classifies a day's PULSE rows three ways by externalId
  shape (raw / uploaded 10-min bucket / server-folded hourly), builds the
  10-min curve directly from uploaded buckets with the min/max envelope and
  tension detection enabled, and overlays buckets over raw on the one
  cutover-straddling day.
- DAY rollup min/max read COALESCE(value_min, value) so a bucket-native day's
  band reflects the true intra-bucket extremes.

No schema change (value_min/value_max exist since v1.19.2). Reconciliation is
go-forward cutover; the nightly retention fold handles the raw backlog.
2026-07-18 11:20:26 +02:00
Marc-André Bombeck 56a32c528e fix(analytics): pair BP readings on the user's own tz, not a hardcoded Berlin day
computeBpInTargetPct's same-calendar-day pairing fallback (for readings
whose sys/dia timestamps drift past the 5-minute session window) keyed
on toBerlinDayKey regardless of the caller's actual user. A non-Berlin
user's two same-local-evening readings straddling Berlin midnight (but
not their own midnight) were rejected as a pair, running the in-target
percentage on fewer readings than it should have — precisely the
population the cross-tz runtime guard in bp-in-target-fast-path.ts
force-routes to this same pairing fallback to protect.

Threads an optional tz through computeBpInTargetPct / collectBpPairs /
computeBpInTargetWindows (default Berlin for untouched legacy
callers), wires it through the fast-path's live fallback and the
comprehensive-insights route's own computeBpInTargetPct call — the
other caller with the user's tz already in scope.

Investigated but left the comprehensive route's resting-pulse-proxy
day-key and BP-medication-continuity day-key on their current UTC
convention: both are joined by an exact YYYY-MM-DD key against a
UTC-anchored partner (the mood rollup's bucketStart, and the
aggregator's date_trunc'd BLOOD_PRESSURE_SYS daily series). Switching
only one side to the user's tz would trade "evening readings shift a
day" for "evening readings mismatch their pairing partner" — a
different bug, not a fix. Documented in place; a real fix needs the
mood-rollup / aggregate tiers themselves to bucket per-user-tz.
2026-07-18 06:47:32 +02:00
Marc-André Bombeck 71d7ca78cb fix(insights): scope intraday-pulse reads to the local day and fix the baseline tz
Two bugs in the S11 intraday pulse seam:

- The PULSE/step reads queried a ±15h/39h padded superset around the
  viewed day, then capped the row count ascending. On a dense account
  the cap could be entirely consumed by the PREVIOUS local day's
  samples before reaching the viewed day at all, truncating the chart
  partway through the afternoon. Query the exact local-day window
  (DST-aware) instead — the workout-overlap read keeps the wider
  padding since it has no cap and a workout can legitimately span a
  local-day boundary.
- The resting-baseline PULSE-proxy fallback bucketed every user's
  samples by a hardcoded Berlin day, not the caller's own timezone,
  shifting the personal floor the tension detector judges the day
  against for every non-Berlin user. Threads `timezone` into
  `resolveBaseline`'s `dayKeyOf`.
2026-07-18 05:06:24 +02:00
Marc-André Bombeck d978c2b662 refactor(compliance): split the god-module into focused units behind a barrel
The medication-compliance engine lived in one 2,099-line file with 38
exports feeding eight surfaces (Coach prompt, BP-status gate, dashboard
pillar, per-medication tile, insight targets, doctor report, …). A single
edit intended for one surface could silently shift all of them.

Split along the existing internal seams into `analytics/compliance/`:
parsing, types, adapters, dose-status, occurrences, windows, cycle,
ledger, display. `analytics/compliance.ts` is now a thin barrel that
re-exports every public symbol, so no consumer import path changes. Pure
move — no logic edits; the tally, window ladder, ledger and cycle math
are byte-for-byte the code they were. Tests move alongside under
`compliance/__tests__/` and keep exercising the public barrel.
2026-07-18 02:09:33 +02:00
Marc-André Bombeck 4f198ec25f feat(insights): day navigator on the intraday pulse chart; 90-day dense retention with hourly fallback
Adds prev/next-day paging to the intraday pulse "shape of the day" chart
(TileHeader right slot, next disabled at today) so a user can step back
through prior days on the existing date-scoped route.

Raises DENSE_INTRADAY_RETENTION_DAYS from 14 to 90 — a self-hoster's own
storage is the trade-off for three months of full 10-minute-resolution
history instead of two weeks. Days outside the window keep folding to
hourly-mean stats: rows as before; loadIntradayPulse now falls back to
that hourly tier when a day's raw samples are gone, so the navigator
shows a coarser shape instead of an empty chart. The tension-window
read is suppressed on hourly days — it needs per-sample resolution to
stay honest. A new resolution field on the DTO ("tenMin" | "hourly")
drives a small note in the chart.
2026-07-17 14:29:07 +02:00
Marc-André Bombeck a33527da57 feat(insights): intraday pulse shape and elevated-at-rest tension window
Add an on-demand intraday layer to the pulse insight: 10-minute mean
heart rate for the viewed day, folded from raw samples via the read-swap
pattern (never persisted as 10-minute rollups for all history). Draw the
personal resting baseline and softly shade any sustained
elevated-at-rest stretch.

The tension signal is not raw heart rate — it is heart rate held above
the personal resting baseline while movement is low (the elevated-at-rest
window), so a workout or a walk never reads as tension. Detection is
deliberately conservative: baseline maturity, per-bucket sample density,
a mandatory step-based low-movement gate, and a minimum sustained
duration must all hold before anything is reported. Silence over
speculation.

Surface the same signal as a calm, non-diagnostic tension_window item in
the daily digest — at most once per day, honest-absent otherwise, gated
on the insights module and yielding the rail to time-sensitive actions.
Cautious copy across all six locales; framed as "possible tension", never
a clinical stress verdict.
2026-07-17 08:16:32 +02:00
Marc-André Bombeck 5433fc8fbd chore(release): v1.28.26 — internal restructuring for maintainability
No user-facing change. Eight of the largest source files split along their
natural seams into focused modules, every move verbatim with stable import
paths:

- mood analytics calculators (mood-tag-influence / mood-crosstab /
  mood-better-days / mood-patterns; hub 2229 → 770 lines)
- insight status-invalidation machinery (status-invalidation.ts)
- feature extraction (feature-blocks / signals-of-day)
- doctor report types + pure helpers (doctor-report-types /
  doctor-report-helpers; collector 1756 → 1002)
- Google Health mapping layer (mappers.ts; client 2153 → 1022, acyclic
  client → mappers with type-only back-imports)
- coach chat bubbles + read-aloud controls (chat-bubble / read-aloud;
  message-thread 1713 → 464)
- Telegram webhook handlers to lib (route 1307 → 92 — handler thin, logic in
  lib; rate-limit-before-secret ordering byte-identical)
- coach snapshot cache, series helpers and the four largest per-metric blocks
  (snapshot-cache / snapshot-series / snapshot-blocks; 2691 → 1896)

The glucose-panel-window structural test follows the moved alias; two unused
imports left by the feature split are removed.
2026-07-11 08:43:41 +02:00
Marc-André Bombeck c400e2aa88 chore(release): v1.28.23 — sleep disagreement on the dashboard; Apple Health medication groundwork
The sleep source-discrepancy annotation now reaches the surfaces: SleepNight
carries the MAIN session's annotation (naps never cross-compare), the analytics
slim slice / dashboard snapshot / iOS summary thread it additively, and the
dashboard sleep tile renders the shared discreet marker (extracted from the
sleep panel — one implementation, two surfaces). Served totals unchanged,
pinned by tests.

Apple Health medications groundwork (server side of the medication-import
request): IntakeSource gains APPLE_HEALTH; medications accept an external
mirror identity (source-exclusive by policy) and dose imports carry the HK
dose-event UUID — both idempotent per stable key, with the concurrent-create
race resolved to the winner. Migration 0239, additive only. Entries without
the new fields behave byte-identically.

Hardening: doctor-report aggregation + PDF charts compute ranges with loops
instead of spread calls — a report over a sample-dense year cannot overflow
the call stack (the class fixed for the Google Health full sync).
2026-07-11 00:18:23 +02:00
Marc-André Bombeck 1212ed91d5 chore(release): v1.28.21 — sleep history heals itself; plateau context; sync diagnostics
A one-time background pass re-reads each connected account's Google Health
sleep history so nights stored twice before the sleep fix collapse to their
true total (new sleep_repaired_at marker, migration 0238; watermark-safe,
enqueued once at boot per un-repaired connection).

The sleep night read reports when two writers disagree about the same night —
the served total is unchanged, the disagreement rides along as an annotation
(sourceDiscrepancy on the night DTO) so clients can mark the number instead of
silently picking a side.

A GLP-1 medication whose weight has plateaued on the current dose says so next
to the estimated drug level (efficacy tab + insights) — a factual note from the
existing detector, association only, verb-guard covered.

Google Health diagnostics: the sync log now separates a daily-totals read that
returned nothing from one the importer could not parse
(googleHealth.rollup.emptyResponse vs droppedAll), and the connection test's
structure probe reports the raw response envelope key names when a rollup type
parses to zero — a per-account naming drift becomes visible from one report.
2026-07-10 21:23:00 +02:00
Marc-André Bombeck 88bff471cc test(tz): pin DST-safe today bounds, user-tz compliance bucketing, greeting zone
- getUserTodayBounds: a 25h fall-back day keeps a 23:30 dose inside today,
  a 23h spring-forward day does not bleed tomorrow's 00:30 dose, ordinary
  days stay 24h, and a negative-offset zone anchors on the local day.
- dailyComplianceRatesFromLedger: a Los-Angeles user's two same-local-day
  doses land in ONE bucket where the old fixed-Berlin key split them.
- classifyIntakeTiming: an 08:00-local dose reads on_time with the user's
  zone and very_late without it.
- hourInTz: reads the wall-clock hour in the given zone.
- hero-strip greeting: resolves the hour in the stored zone, not the
  browser clock; existing greeting fixtures re-pinned to explicit UTC
  instants mapped to Berlin wall-clock.
2026-07-08 23:50:08 +02:00
Marc-André Bombeck fb6813bcdb fix(medications): bucket the local day in the user's zone, DST-safe
Five timezone-correctness fixes across the medication / compliance surfaces:

- getUserTodayBounds now derives both bounds through the DST-safe
  startOfLocalDayInTz, so the today window is 23h on spring-forward and
  25h on fall-back instead of a hardcoded 24h sampled at now. A 23:30
  local dose no longer drops off the med cards, dashboard, PWA badge and
  reminder idempotency near midnight on a transition day.
- dailyComplianceRatesFromLedger takes the user's zone and buckets each
  per-day rate with userDayKey, so a non-Berlin user's evening dose is
  filed on the local day it was due rather than the next Berlin day.
- classifyIntakeTiming interprets the window HH:mm in an optional zone;
  the achievements perfect-day check passes the user's zone and reads the
  scheduled minute-of-day in-zone, so a dose far from UTC is graded
  against local wall time.
- The /insights greeting resolves the hour in the user's stored zone via
  the new hourInTz helper, matching the dashboard hero.
- The doctor-report and schedule-anchored compliance queries load
  schedules through SCHEDULE_COMPLIANCE_SELECT instead of a broad
  include, so a future engine column reaches both surfaces.
2026-07-08 23:38:48 +02:00
Marc-André Bombeck a827fe2ca7 fix(insights): correct medication compliance and per-user insight bucketing
A cluster of related correctness gaps in the compliance denominator and the
insight surfaces that read it:

- Paused medications. A doctor-ordered pause flipped `active` off and stamped
  `pausedAt`, but resume nulled `pausedAt`, so the interval was irrecoverable
  and every paused day became a missed dose after resume — collapsing
  adherence across the Health Score, the BP gate, the Coach snapshot and the
  report. Persist pause intervals as durable eras (new `MedicationPauseEra`,
  migration 0211), close the open era on resume, thread the eras through the
  compliance context and drop slots inside a paused interval from the
  denominator. Every compliance call site now fetches and passes the eras.

- Health Score eras. The Health-Score fast path was the only compliance
  caller that skipped the shared schedule select and schedule revisions, so
  after a schedule edit it scored past days against the current schedule
  while every other surface used the historical era. Switch it to the shared
  select and thread revisions (and pause eras) like the canonical path.

- Insight bucketing timezone. The per-metric status series bucketed every
  user in Europe/Berlin, so a near-midnight reading landed in the wrong day
  and the relative-day phrasing was off for non-Berlin self-hosters. Thread
  the resolved user timezone and key off `userDayKey`.

- Correlation significance. User-facing correlations surfaced from five
  paired points with strength read straight off the coefficient. Route them
  through the rigorous engine (at least twenty pairs, Student-t p below 0.05)
  so small-N coincidences no longer render as confident findings.

- Resting-pulse input. The mood-versus-"resting pulse" correlation fed the
  raw PULSE day-mean, which folds in workout HR, under a "Resting pulse"
  label. Feed `resolveRestingPulseSeries` (clean RESTING_HEART_RATE, else a
  daily low-percentile proxy) so the label matches the input.
2026-06-28 03:28:37 +02:00
Marc-André Bombeck 86d917c5e2 fix(insights): align cold-fallback slope window to the rollup day boundary
The rollup read path windows the 7/30/90-day regression on
startOfUtcDay(now - N days), while the live-SQL fallback filtered the
REGR_* aggregates on the wall-clock NOW() - INTERVAL bound. An account
crossing a coverage boundary (warm to cold) therefore saw the boundary
day's readings flip in or out of the slope window depending only on
whether the rollup tier was populated, returning a cache-dependent
slope for the same request.

Anchor both cold-fallback paths on date_trunc('day', NOW() AT TIME ZONE
'UTC') - INTERVAL 'N days', the SQL twin of startOfUtcDay, so warm and
cold return identical boundary-day membership. The avg7/avg30/median
windows stay wall-clock since the warm narrow query computes them the
same way.
2026-06-26 13:16:00 +02:00
Marc-André Bombeck be37497118 perf(rollups): compose windowed slope/r2/sd from accumulators
The summaries slice (computeFromRollups) and the comprehensive aggregator
(buildFromRollups) each ran a narrow live $queryRaw over the raw
measurements partition on EVERY warm-rollup request to fold slope7/30/90
and r2_7/30/90 via REGR_SLOPE / REGR_R2 - the un-eliminated live scan on
the happy path.

Drop the six REGR_* columns from both narrow queries and compose the
windowed slope / r2 (and the population sd via composeRegression) from
the per-bucket accumulators stored in measurement_rollups. The 90-day
DAY buckets are loaded once (already loaded in comprehensive; one bounded
findMany added in the slim slice), source-collapsed to the canonical
source, then summed over the day-aligned 7/30/90-day sub-windows. A
window whose buckets lack accumulators (pre-backfill) composes to null,
the same shape the empty REGR_* FILTER returned, so a transitional read
never returns a wrong partial regression.

median (PERCENTILE_CONT) and the exact |z|>2 anomaly count stay on the
minimal live query - both are non-composable across buckets. The cold
coverage-miss path keeps the live REGR_* regression. Annotate
slope_source:"rollup" + median_source/anomaly_source:"live" so a
regression to the heavy path stays observable (no-silent-cap rule).
2026-06-22 07:13:06 +02:00
Marc-André Bombeck 49add3f43b perf(analytics): fold the comprehensive aggregate's canonical self-join into one CTE
The warm narrow query and the cold heavy query each referenced the
canonical-source subquery twice — once in the window_stats CTE and once in
the outer body — so the DISTINCT-ON pick over the live 90-day rows ran twice
per rebuild. Extract canonicalMeasurementsCte (the SELECT body without the
alias wrapper), bind it once as WITH cm AS (...), and select FROM cm m from
both window_stats and the outer aggregate. Output is identical; the dominant
self-join runs once.

canonicalMeasurementsFrom now wraps the same body, byte-stable for the
single-reference call sites (pinned by a new parity test).
2026-06-21 00:55:47 +02:00
Marc-André Bombeck 3fb1f3989c perf(measurements): cover soft-delete reads and cap the all-time live scan
Add a covering partial index over (user_id, type, measured_at DESC) WHERE
deleted_at IS NULL (migration 0183). The hot reads all filter deleted_at and
order measured_at DESC, but the base index is ASC and excludes deleted_at, so
every type not served by the two existing partial indexes pays a heap re-check
of deleted_at over its partition. The covering partial removes the re-check for
the DISTINCT-ON-latest, list and series reads.

Cap the cold-fallback all-time aggregate in summaries-slice at a 15-year
window. It sits far beyond any real history, so it never changes a real
all-time count/min/max/mean; it exists only so a coverage-miss cold read can't
trigger an unbounded full-partition scan.
2026-06-20 16:52:19 +02:00
Marc-André Bombeck 013241ba74 fix(analytics): collapse overlapping sources on the cold BP path
The raw BP pulls in the comprehensive aggregator and the bp-in-target live
fallback read every source's row for BLOOD_PRESSURE_SYS/DIA. BP is a
multi-source metric — a Withings reading mirrored into Apple Health is two
rows for one event — so each shared reading was counted twice in the
in-target denominator and twice in the recency-weighted grade. The rollup
branch of the same fast-path reads source-collapsed measurement_rollups, so a
rollup-warm account and a rollup-cold account returned different BP
percentages and grades for identical data — a web/iOS and cold/warm parity
break.

Route both raw pulls through canonicalMeasurementsFrom so the cold/live path
picks the ladder-winning source per (type, day), matching the warm/rollup
path. Per-event rows of the winning source survive the collapse, so the
downstream 5-minute pairing still sees individual readings.
2026-06-20 16:52:00 +02:00
Marc-André Bombeck 1f4ba5939d style: apply prettier across the tree
One-shot prettier pass so the new format:check gate starts from a clean
baseline. Formatting only — no behaviour change. Generator-owned and
vendored artifacts stay untouched via .prettierignore.
2026-06-19 22:20:31 +02:00
Marc-André Bombeck 0af1fbb9d4 refactor(targets): extract the insights-targets builder into lib
The targets route held a ~1.4k-line domain function in the handler body.
Move buildTargetsResponse into src/lib/targets/build-response so it sits
beside the other targets helpers and can be unit-tested without the route
shell; the route is now auth -> cachedSwr(buildTargetsResponse) -> apiSuccess.

Follow the as-needed compliance source pin to the new file location.
2026-06-18 18:34:27 +02:00
Marc-André BombeckandClaude Opus 4.8 79f2762468 fix(insights): make AI medication-compliance per-day series cadence-aware
The per-day compliance series in the medication-compliance insight snapshot
divided every event-day by the schedule count, treating each calendar day as
fully dose-due. A weekly-cadence medication (a Monday-only schedule, a
bi-weekly interval) therefore had its series read off-cadence weekdays as
misses, contradicting the canonical compliance30 value shown in the same
snapshot.

Route the per-day series through the unified dose-history ledger that already
backs compliance7 / compliance30: add dailyComplianceRatesFromLedger, which
groups the ledger's scheduled slot rows by day and scores each day with the
same taken / (taken + missed) tally — on-time-plus-late numerator, skip /
ad-hoc / upcoming exclusions — that tallyLedgerRows applies to the window
rates. Only days the cadence actually expected a dose produce a point, so a
non-due day can no longer be counted as a miss, and the per-day series and
compliance30 are computed from one ledger and cannot disagree.

The insight generator now derives both the canonical compliance results and
the ledger from a single buildMedicationComplianceBundle pass instead of two
calculateCompliance calls plus a hand-rolled per-day map.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-16 00:59:04 +02:00
Marc-André BombeckandClaude Opus 4.8 3de53f549c fix(health-score): drop the mood pillar when the mood module is disabled
The Personal Health Score weighted the 0.20 mood-stability pillar
unconditionally — the fast-path read mood entries regardless of the
account's module state, so a user who turned the mood module off was
still scored (and silently penalised or rewarded) by a pillar hidden
everywhere else in the product. The dashboard already blanks the mood
tile and the coach snapshot unions mood out; the score ring and the
insights card pillar list did not.

Thread a default-on `moodEnabled` flag through the fast-path. When the
caller resolves the mood module as disabled the helper skips the mood
read entirely and leaves the series empty, so `moodStability` returns
null and the existing proportional null-redistribution re-scales the
surviving pillars to sum to 100. The analytics route resolves the
module server-side and threads the flag; the insights card hides the
Mood row via a new SSR-safe `useModuleEnabled` accessor so it never
advertises a pillar the account turned off.

Golden fixtures pin mood-on vs mood-off to different, correctly
re-weighted scores and assert the disabled read is never issued.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-16 00:39:55 +02:00
Marc-André Bombeck 290f46fcda fix(sleep): label Polar nights reconstructed and emit their awake time
Polar exposes only per-stage duration totals, so its mapper already
reconstructs a contiguous CORE-DEEP-REM order exactly like WHOOP and flags
each segment reconstructed. The night reader's honesty allow-list only held
WHOOP, so a Polar-won night was served with reconstructed:false — presenting
a synthetic stage order to web and iOS as if it were the device's measured
timing. Add POLAR to the allow-list so the layout is labelled approximate.

Polar's total_interruption_duration carried the night's awake time but was
dropped, so every Polar night read as fully consolidated (awakeMinutes:null,
awakenings:0) with overstated asleep-vs-in-bed efficiency. Lay it as a
leading AWAKE segment so the asleep stages partition the remaining window and
the reader surfaces real awake time.

WHOOP and Polar independently implemented the same contiguous-timeline walk.
Extract a shared reconstructContiguousSleepTimeline helper under src/lib/sleep
and call it from both; each mapper keeps only its field normalisation. Oura's
measured 5-min hypnogram is a different algorithm and is left untouched.
2026-06-15 01:19:25 +02:00
Marc-André Bombeck fd5cc78377 refactor(mood): read the dashboard and analytics mood series from one engine
The dashboard snapshot and the /api/mood/analytics route each carried a
hand-copied rollup read, coverage fallback, and daily summarize of the
same numbers. Two reads of one metric is the seam where the dashboard
tile and the insights mood sparkline can drift apart.

Extract buildMoodDailySeries as the single mood engine and route both
callers through it, so the same mood number reads identically on the
dashboard, the insights surface, and the iOS client.
2026-06-14 23:53:22 +02:00
Marc-André Bombeck bc12633569 fix(sleep): reconstruct an ordered WHOOP hypnogram timeline
WHOOP's v2 API returns only per-stage sleep duration totals — no onset
timestamps, no hypnogram endpoint. The mapper stamped all five stage
totals on the one sleep-END instant, so the hypnogram reconstructed
every stage as a span touching the night's right edge: bars stacked
right-aligned with no clock times whenever WHOOP was the sole source.

Lay the asleep stages back-to-back from sleep onset in a fixed
physiological order (AWAKE lead, then CORE → DEEP → REM), emitting one
timed row per segment with measuredAt at that segment's end and a
distinct indexed externalId. IN_BED stays a single envelope row over the
whole window. The existing reader and renderer are untouched — they now
see distinct per-segment instants and place each block at its own time.

The order is synthesised, not measured, so every reconstructed row is
flagged and the night DTO carries a per-session `reconstructed` boolean
(GET /api/sleep/night, regenerated OpenAPI). The client renders the
hypnogram but labels it an approximate layout and never recomputes;
real-series sources (Apple Health, Withings, Fitbit) stay false.
2026-06-14 23:16:09 +02:00
Marc-André Bombeck 5f85d20f02 feat(coach): feed native day strain, document glucose panel + center its window
Add WHOOP-native DAY_STRAIN (0-21) to the Coach snapshot as a dedicated
dayStrain block, kept distinct from the computed STRAIN_SCORE (0-100) and
preferred native-over-computed, mirroring recovery resolution. Document the
glucose.clinical panel (TIR/GMI/eA1C/CV) plus the stillLearning and
isSpotEstimate gates in the system prompt, and the native dayStrain scale in
the derived paragraph. Extend the DE and FR/ES/IT/PL evidence-block unit lists
with mg/dL, mmol/L and min so a non-English coach can cite glucose and duration
values. Export GLUCOSE_PANEL_WINDOW_DAYS as the single source for the 30-day
clinical-panel window and import it across the analytics route, dashboard
snapshot, and Coach snapshot. Compute the derived metrics concurrently.
2026-06-14 21:27:12 +02:00
Marc-André Bombeck c268ace58c Derive glucose isSpotEstimate from reading density
Hard-coding isSpotEstimate: true mislabels a dense Nightscout CGM stream
(~288 readings/day) as a spot estimate and undersells the data in the
clinical panel and coach. Compute readings-per-day over the covered span
and treat the series as continuous below the spot caveat once it clears a
~hourly bar (24 readings/day); sparse spot fingersticks keep the caveat.
The panel only renders the spot-reading line when isSpotEstimate, and the
OpenAPI field relaxes from a literal-true to a boolean.
2026-06-14 20:54:32 +02:00
Marc-André Bombeck 17e0b2434e Pin coach glucose panel to the fixed 30-day clinical window 2026-06-14 19:19:36 +02:00
Marc-André Bombeck 4b9f31f053 Add glucose clinical panel with advanced-index disclosure 2026-06-14 19:11:57 +02:00
Marc-André Bombeck 3dfc3fe515 Add J-index and LBGI/HBGI to glucose clinical metrics 2026-06-14 18:55:13 +02:00
Marc-André Bombeck 15c0a63c22 feat(glucose): add clinical-metrics core for TIR, GMI, eA1C and CV 2026-06-14 18:30:55 +02:00
Marc-André Bombeck 3bb130d4a1 fix(validation): stop a future timestamp emitting a spurious past-bound error
Review follow-up to the shared entry-instant guard. The past-floor refine
re-ran the full plausibility predicate, so a future-dated instant tripped
both refines and the 422 carried a nonsensical "too far in the past" message
alongside the correct future one. The floor refine now checks the past bound
alone; a future value emits only the future message, matching the pre-refactor
single-message contract.

Also harden the Health-Score BP inputs and de-duplicate the tile-window
derivation surfaced in the same review:

- the prior-week graded score now keys off the prior-week window's own
  sufficiency rather than the current window's, so the week-over-week graded
  delta never pairs a confident current value against a thin-sample prior one;
- the BD-Zielbereich 90-day count + effective span derive through one shared
  `deriveBpWindow90` helper, so the dashboard snapshot and the analytics thick
  slice can never compute the gate or the label span differently.
2026-06-14 13:59:56 +02:00
Marc-André Bombeck e9138bb4f6 feat(blood-pressure): label the in-target window dynamically and gate thin data
The BD-Zielbereich tile narrated a static "· 90 T" scope even for a user
with only a few weeks of history or a handful of readings — a headline that
reads like a stable quarter-long average when it is really a thin sample.

Add a shared, reusable window-confidence helper that, given a window length
and the readings observed inside it, returns the EFFECTIVE label span (the
real calendar span capped at the window, so "· 23 T" until ~90 days of
history exist) and a sufficiency flag (false below five readings). The helper
is metric-agnostic so the glucose time-in-range / GMI and sleep tiles can
reuse it.

Wire it into the in-target headline: below the confidence floor the tile
shows "sammelt noch Daten" instead of a hard percentage, with the dynamic
span label; above it the percentage shows with the real span. The
Health-Score BP pillar reads the same sufficiency notion through the shared
input builder, so a thin-data user no longer gets a confident pillar grading
off a few readings — the all-time rate still rescues a deep-history account
with a quiet quarter. The 90-day pair count and effective span thread from
the analytics route and the dashboard snapshot through to the tile.
2026-06-14 13:43:41 +02:00
Marc-André Bombeck f4f1c0c8b0 fix(health-score): build the BP pillar from one shared input builder
The Personal Health Score was assembled differently by its two callers. The
analytics route (the Insights card) graded the BP pillar off one window and
passed the prior-week values for the week-over-week delta; the dashboard
snapshot (the hero ring) graded it off a different window and omitted the
prior-week values, so the ring's delta zeroed BP out and the pillar's presence
gate could flip. The same user could see two different scores and two
different bands on two surfaces.

Extract `buildHealthScoreBpInputs` — one pure builder that turns the current
and prior-week in-target envelopes into the BP-pillar inputs (the 90-day rate
with an all-time fallback, the graded clinical-proximity score, and the
prior-week counterparts for the delta). Both callers now run the same two
in-target probes and feed the pillar through this builder, so the window
choice, the fallback, the graded-score wiring and the delta inputs are
identical by construction and can never drift between the surfaces again.

The dashboard ring now runs the prior-week probe it previously skipped, so its
week-over-week delta reflects BP movement to match the Insights card.
2026-06-14 13:07:09 +02:00
Marc-André Bombeck 114db6bbca fix(blood-pressure): unify in-target window on 90 days across headline, score, and tile
The "BD im Zielbereich" share was narrated on three different windows on the
same screen: the dashboard headline read the trailing 30 days, the dashboard
Health-Score BP pillar read all-time, and the analytics route's pillar read
all-time while its headline read 30 days. A user could see one in-target rate
on the tile and a pillar graded off a different window directly above it.

Standardise the headline, the Health-Score BP pillar input, and the
week-over-week delta on a single trailing-90-day window everywhere — a span
wide enough to stay stable yet recent enough to track current control.
`computeBpInTargetWindows` and the rollup fast-path now both surface a
`last90Days` window; the analytics route and the dashboard snapshot route the
headline and the pillar through it, and both feed the pillar from the identical
value so the dashboard ring and the insights card can never disagree.

Label the window in the tile ("BD-Ziel · 90 T") so the scope is visible; the
30-day figure stays as the short-horizon caption and the all-time aggregate
stays carried for the detail view. Visible-number change is expected: the
headline now reflects the quarter rather than the month.
2026-06-14 13:02:17 +02:00
Marc-André Bombeck 3943dcfb72 feat(medications): as-needed medications log without a schedule
A medication can declare itself as-needed: no schedules, never due,
never reminded, excluded from every compliance rate — but intakes log
ad-hoc, consume inventory exactly like scheduled doses, and the
history stays. The wizard offers it as a cadence choice and round-
trips it on edit; card, table and detail show a calm marker where the
next dose normally sits, the take-all dialog never collects one, and
the supply runway stays unknowable by construction. (#316)
2026-06-12 22:56:03 +02:00
Marc-André Bombeck 5859072561 fix(sleep): the hypnogram keeps its timeline when a summary writer joins the night
A writer whose stage rows all share one timestamp carries night totals,
not segments — reconstructing them as segments paints every stage
flush against the night's right edge. The session picker now prefers a
writer with genuinely timed rows among the granular candidates, so a
stage summary backfilled for a night an actually-timed writer also
recorded no longer evicts the real timeline; summary-only nights still
resolve. The hypnogram itself degrades a summary-shaped session to the
stage breakdown instead of drawing the false skyline.
2026-06-12 20:30:59 +02:00
Marc-André Bombeck f790e14edd fix(api,lib): consent before reuse, tighter inputs and caches that tell on themselves
Per-status texts check AI consent before the unchanged-data refresh can
re-stamp them, the comprehensive fingerprint folds in the comparison
baseline and generation language so toggling either regenerates once,
and profile, threshold and source-priority writes evict the analytics,
targets and derived caches they feed. CSV export neutralises spreadsheet
formula prefixes on free-text cells while numeric columns stay typed,
the derived batch validates its type token against the measurement enum
and carries a per-user rate limit, and a dose synced from the phone app
counts as the interactive write it is. Background cache refresh
failures log a structured event instead of vanishing, the warm queue
runs visit-triggered jobs alongside the nightly walk, the formatter
memo evicts one entry instead of flushing wholesale with its option
objects frozen, the targets cold build bounds its fan-out, and time in
bed unions every writer's envelope while stages stay with the richest
recorder.
2026-06-11 23:20:38 +02:00
Marc-André Bombeck 657f2323a3 fix(sleep,mood): pick the richest writer per night and show the whole note
Sleep nights collapse per writer instead of per source: several
HealthKit apps land behind the same source value, so a phone's coarse
awake and in-bed blocks could blend into or fully constitute a night
whose stages another writer had recorded. The winning writer per
session is the one with the most distinct granular stages, then the
user's source ladder, and its rows are kept whole. The device type is
threaded through every sleep read including the stage stacked bar, and
the sync overlap for late-arriving nights widens from one day to seven
so a night scored after the cursor passed is fetched on the next tick —
assembly is read-time, so affected nights heal without manual repair.
Mood notes expand to their full text in the list on desktop and touch,
replacing the hover-only tooltip, and the mood CSV export carries a
note column.
2026-06-11 21:52:52 +02:00
Marc-André Bombeck 9445d89b76 refactor(api,tz): one typed client for every call and one home for wall-clock math
A typed apiFetch wrapper owns the envelope unwrap, the ok-check and the
error read for every client call — two hundred call sites across the
app migrate onto it and a lint rule keeps raw api fetches out for good.
The legacy timezone helpers fold into the tz module and test fixtures
drop personal names.
2026-06-11 02:19:27 +02:00
Marc-André Bombeck 024da9fe96 fix(ui): granular sleep sources, viewport-safe tour, one aligned settings language
A night with coarse apple-health samples next to granular watch data
showed only awake and asleep — the per-session source pick now prefers
the source that knows its stages. Tour popovers clamp into the
viewport, wrap their footer and fall back to a bottom sheet on narrow
screens. Settings and admin sections share one alignment rule — icon
column left, everything else flush on the content column — with neutral
header icons, no duplicated section titles under the shell heading, and
every select on the account-style idiom with a visible chevron. The
dashboard's customize icon matches insights, the target-settings link
leaves the home charts, and the mood heatmap adopts the damped fills
the other mood charts already use.
2026-06-10 21:19:05 +02:00
Marc-André Bombeck 0cf9bc9348 feat(medications): attribute an off-schedule intake to its slot, visibly and reversibly
An off-schedule row now tells the user when the dose had been due, and
its row menu offers to attribute it to that slot when the slot is still
unserved. A pinned intake is a deliberate decision with a visible badge,
it always counts as taken late — never on time — and the pin can be
released again. The read model binds pinned rows by their slot anchor so
a pin outside the catch-up window survives reloads, and the suggestion
respects the schedule's own windows instead of a hard-coded tolerance.
2026-06-10 15:39:55 +02:00
Marc-André Bombeck aabc7915cb feat(settings): a time-format preference and one home for insight pills
The clock format followed the UI language with no way out — an English
interface forced AM/PM everywhere. A new profile preference (automatic,
24-hour, 12-hour) feeds every formatter through the shared locale
context, persists on the user row and rides the profile endpoints. The
insight pill list in settings gains the same eye toggle the overview
tiles have, so ordering and visibility live in one place; the page-side
'manage detail pages' block folds into a link there. Includes the
locale bundles for both features and the regenerated API contract.
2026-06-10 13:34:46 +02:00
Marc-André Bombeck 298e4c34b4 perf: collapse the medication compliance hot path and the dashboard fan-out
The medication list fired one compliance request per card every 30
seconds, and each request scanned the medication's full intake history
and expanded the recurrence calendar five to six times. The endpoint now
mints bands once per request, serves the sub-windows from that single
ledger, bounds the event read to a year of selected columns and sits
behind a write-invalidated 15-minute server cache; the cards poll at
five minutes. The dashboard drops two redundant checklist queries by
reading counts from the snapshot, the BMI chart derives from the weight
series instead of refetching it, the detail page no longer serialises
behind the auth probe and seeds its query from the list row. Expensive
analytics reads gain a shared per-user rate limit, and the service
worker stops serving cross-version shells, enables navigation preload
and trims caches in one pass.
2026-06-10 12:55:56 +02:00
Marc-André Bombeck eb2c7ced73 fix(medications): read pending doses as upcoming until their window closes
A server-minted pending row (taken_at null, not skipped, not auto-missed)
was scored missed the moment its slot time passed, so the history tab and
the compliance rate punished doses that were still takeable under the
band model. Pending rows now read upcoming until the band's overdue end;
auto-missed keeps its terminal verdict. Pending rows outside the minted
band window are dropped instead of surfacing as phantom ad-hoc lines.
2026-06-10 11:00:02 +02:00
Marc-André Bombeck 6526780f3b feat(medications): build the on-time band from the persisted dose window
Thread the persisted `doseWindows` through the shared band minter so the
on-time band for a dose time uses its explicit `[start, end]` range
(minted DST-correctly on the slot's local day) instead of the symmetric
±1h default; the late tail stays cadence-derived. A `normaliseDoseWindows`
helper coerces the stored JSON into a clean entry list, dropping anything
malformed so the read/write paths never defend against an arbitrary shape.

Every band consumer reads the same field: the dose-history endpoint, the
compliance %, the cadence timeline (card last/next dose), and the
write/edit slot attribution all resolve through one minter, so the
history view and the rate can never disagree. The write/edit and
health-score schedule selects now pull the column.
2026-06-08 18:29:17 +02:00
Marc-André Bombeck 79e7c866e4 fix(medications): unify compliance % and per-dose status onto one dose-history ledger
The medication compliance percentage and the history view drew their
per-dose attribution from four different matchers — the ±12h pairDoses
proximity used by calculateCompliance, the deriveDoseStatus bands (open
dose only), the 3h+120min classifyIntakeTiming heatmap heuristic, and a
raw takenAt-IS-NOT-NULL per-day rollup. They could and did disagree: a
dose could read "taken late" in the rate while the history called it an
off-schedule ad-hoc take.

Route the rate through the shared cadence-aware band minter +
reconstructDoseHistory so the percentage is a tally over the SAME ledger
the history view renders. The same intake can no longer be taken in the %
and ad-hoc in the ledger.

- calculateCompliance: when a medication context is supplied, the
  count fields (taken / skipped / missed / rate) come from
  tallyComplianceFromLedger. Numerator = taken_on_time + taken_late (a
  late dose still counts as taken — the taking-vs-timing split is kept
  available); denominator = taken + missed; skipped, ad-hoc, upcoming and
  whole PRN groups are excluded; rate capped at 100. The streak still
  walks the cadence timeline. Context-less pure-math callers keep the
  legacy timeline tally byte-stable.
- complianceChips + missedDoses: adherence rate + missed count come from
  the same ledger when an engine context is threaded.
- /api/medications/[id]/compliance heatmap: the per-day timing split and
  missed marks are bucketed from the one ledger instead of the per-day
  classifyIntakeTiming + expectedSlotCountForDay walk, so the cells agree
  with the headline rate.
- medication_compliance_rollups stays a raw cross-medication daily
  coverage count, documented as distinct from the band-attributed % (the
  band minter is per-cadence and cannot run inside a single SQL tally).

Downstream readers (health score, insight compliance status) keep calling
calculateCompliance; their numbers shift to the honest band-attributed
values. Some currently-counted off-time takes (e.g. an 11:29 take of a
07:00 dose) now read ad-hoc with the slot missed rather than taken-late —
the configurable per-dose window is the lever to widen the on-time band.

Tests: the irregular twice-daily, single-time-late heatmap, and legacy
parity fixtures are updated with rationale for the intended number
changes; new tally tests pin the taking/timing split, the skip / ad-hoc /
upcoming / PRN exclusions, auto-missed=missed, the 100% cap, rolling
retrospective families, and the cross-consistency invariant.
2026-06-08 17:50:06 +02:00
Marc-André Bombeck e7641288fe fix(health-score): smooth the hypotension curve and align rollup and live grading
Close four findings from the health-score audit:

- Hypotension cliff: the below-floor branch reused the over-target table,
  so 1 mmHg under the clinical floor dropped from 100 to ~81 — a 19-point
  discontinuity. A dedicated under-floor curve now starts at 100 AT the
  floor and descends smoothly (floor-10->70, -20->45, -30->20), so the
  score is continuous on both sides of every boundary on both axes.
- Rollup vs live divergence: the graded BP score weighed a high-variance
  day 1:1 on the rollup path (one per-day-mean pair) but N:1 on the live
  path (N per-event pairs), drifting the pillar by up to ~20 points
  depending on DAY-bucket warmth. gradeBpScoreFromSeries now takes an
  optional per-pair count; the rollup path passes perDayPairCount so both
  paths produce the same score for the same data.
- Resting proxy degenerate days: a day with fewer than three PULSE
  samples no longer contributes a resting estimate, so a lone workout
  reading can't masquerade as resting HR.
- Pulse-status proxy day boundary: thread the user's timezone into the
  resting-proxy day-key so it buckets identically to the targets route.

Fairness anchors unchanged (134/87 -> 57, 165/105 -> 22).
2026-06-07 18:16:38 +02:00