Let a user pick the Sensiplan double-check's second indicator — cervical
mucus (default) or cervix observation — mirroring the published NFP
standard where the temperature primary sign pairs with one chosen
secondary sign.
- `CycleProfile.secondarySymptom` (MUCUS default | CERVIX) drives which
second sign the engine confirms against. Casual users keep temperature
+ mucus untouched; the choice lives behind the advanced cycle settings.
- `CycleDayLog` gains the three standard cervix signs — position
(LOW/HIGH), firmness (FIRM/SOFT), opening/os (CLOSED/OPEN) — as nullable
columns (migration 0157), wired through Zod, the day-log upsert, the
DTO, the sync feed, backup/restore and OpenAPI. Additive and
back-compatible: existing profiles backfill MUCUS, existing day-logs
keep NULL cervix signs, iOS inherits the fields.
- The engine's `confirmSymptothermal` takes the secondary-symptom choice;
on CERVIX it confirms against `detectCervixPeak` (last fertile-cervix
day followed by three closed days — the cervix-closure rule) instead of
the mucus peak. The double-check still requires BOTH the temperature
shift AND the secondary peak: a single cervix sign never confirms, and
the still-learning gate and conservative posture are unchanged.
Engine derived clean-room from the Arbeitsgruppe-NFP / Raith-Paula &
Frank-Herrmann standard.
A stored positive ovulation test (LH surge) was ignored by the
predictor. Wire it in as a Marquette/Fehring anchor: a positive surge
predicts ovulation ~24-36h later, so the estimated ovulation is set one
day after the last positive LH test in the current window, sharpening the
estimate over the calendar back-calculation — most valuable in the
thin-data (<3 cycle) case where the median/luteal back-calc is weak.
The LH surge is a SIGNAL that refines, never a sole assertion: it
re-anchors the still-estimated ovulation but never flips
`ovulationConfirmed` (a single indicator is not the symptothermal
double-check), and a confirmed symptothermal/temperature-trend ovulation
always wins over it. The still-learning gate and the un-confirmed status
are preserved. A stale prior-cycle surge whose next-start lands in the
past is rejected.
Citation: Fehring R.J. — Marquette Method; urinary LH peaks ~1 day before
ovulation.
A fever, illness, alcohol or a late/short-sleep reading can fake or mask
a temperature rise. Add a per-day `temperatureExcluded` flag on
CycleDayLog (migration 0156): when set, the engine drops the reading from
the cover-line baseline AND the shift evaluation, so a spike neither
fabricates nor masks a rise (Sensiplan: the cover line is drawn over the
last six unbracketed values).
Wired end to end — schema + Prisma, the engine's `detectTempShift`
filter, the Zod input/patch schemas, the day-log upsert (partial merge +
change detection), the read DTO, the calendar/insights/coach selects, the
backup round-trip, and the OpenAPI contract (a new boolean on the day-log
and calendar-day DTOs for the iOS client). The log-day sheet gains a
"mark reading as disturbed" toggle that appears once a temperature is
entered, translated across all six locales.
Citation: de.wikipedia "Symptothermale Methode"; myNFP "Temperaturkurve
auswerten" — Störfaktor bracketing.
The mucus peak was taken as the last egg-white/watery day with no
confirmation, so a stray late fertile-mucus entry corrupted the peak.
Implement the Sensiplan Höhepunkt rule: the peak day is the LAST
best-quality (egg-white/watery) day that is followed by at least 3
consecutive drier observed days, each strictly lower quality. The peak is
only confirmable retrospectively, after those 3 days, so a stray late
egg-white entry not yet followed by 3 drier days cannot move an
already-confirmed peak. Quality is scored on the t/f/S/+S ladder;
unobserved days are skipped so a logging gap does not break the count.
Citation: Arbeitsgruppe NFP / Raith-Paula & Frank-Herrmann; myNFP
"Zervixschleim beobachten".
The BBT shift detector only applied the strict 3-over-6 rule (3 readings
above the cover line, the 3rd >=0.2C above), so it under-detected
ovulation on common ovulatory patterns. Add the two published
Ausnahmeregeln:
- 1. Ausnahmeregel (slow/staircase rise): when the 3rd high reading is
above the cover line but not >=0.2C above, a 4th reading that need
only be above the line confirms the shift.
- 2. Ausnahmeregel (one value falls back): when exactly one of the three
readings falls back to/below the cover line, it is discounted and a
4th reading that again clears 0.2C above the line confirms.
The result now carries a `rule` (0|1|2) provenance field and the
`evaluationCompleteDate` (evening of the 3rd or 4th high reading). The
rules follow the Arbeitsgruppe NFP / Raith-Paula & Frank-Herrmann
standard and are mutually exclusive by construction.
Close the second-round audit UI cluster:
- Cycle reminders: add the missing notification-event labels so the
period-soon / period-confirm toggles read correctly on the
notifications page, and point to them from cycle settings.
- Per-cycle history: render a recent-cycles list (range, length, period
length, confirmed-ovulation chip) — the cycles were fetched but only
the aggregate stats showed.
- Confirmed ovulation: carry it on the prediction DTO and surface it as a
solid BBT-chart marker + a predictions row + a history chip.
- Log-day sheet: deselecting an enum now clears it (edits route through
the nullable PATCH); period start/end work on any selected date for
retroactive correction; "end period" shows only while one is open.
Extract the payload builders as pure, unit-tested functions.
- Cycle-tracking enable toggle in account settings so any account can opt
in before the gated page is reachable; wire the cycle data-purge button
to the hard-delete route and document the route in the OpenAPI spec.
- Calendar legend: add the symptom dot, render fertile as a ring to match
the grid; tighten the luteal prior bound to the engine clamp; mute the
BBT ovulation-label colour for contrast.
- Share the cycle-start backward-walk between the wheel and the chart.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
The symptothermal layer ran against the full day-log history: detectTempShift
returned the earliest 3-over-6 rise and detectMucusPeak the last egg-white day
across all cycles, so a multi-cycle user with historical BBT confirmed a
months-old ovulation and the predicted next-period start landed in the past.
Scope the temperature/mucus detectors to the current cycle window
[lastConfirmedStart − BBT_WINDOW, today], take the latest qualifying temp shift,
and reject any confirmation whose next-start is already in the past.
Resolve luteal length through a single clamp. The predictor clamped to [10,16]
while the calendar adapter and phase mapper used the raw stored value, so the
ovulation dot and the OVULATORY band could land on different days for an
out-of-clamp profile. Export resolveLuteal/clampLuteal, route buildCalendar,
buildPhaseCycles and phaseForDay through it, and tighten the profile-prefs Zod
bound to the same [10,16] range.
Show the fertile window for AVOID_PREGNANCY as well as TRYING_TO_CONCEIVE per the
algorithm spec; it stays hidden for GENERAL_HEALTH/PERIMENOPAUSE.
Bound the day-log reads on the calendar and insights routes to the rendered span
plus the symptothermal lookback instead of the full history; cycle-length stats
already run off the MenstrualCycle rows.
Add mood and blood glucose as phase-crosstab outcome metrics under the same FDR
and per-group day floors. Mood is read from MoodEntry and injected as a synthetic
channel since it is not a measurement row.
Add multi-cycle, luteal-clamp and fertile-window fixtures.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Pure, DB-free cycle prediction and phase-assignment engine under
src/lib/cycle/. The math mirrors the offline-parity spec exactly so the
server and the native client compute byte-identical forecasts from the
same canonical inputs.
- day-math: noon-UTC anchored YYYY-MM-DD arithmetic (dayDiff, addDays,
round-half-up) that stays stable across timezones and DST transitions.
- prediction: robust median+MAD cycle-length estimator over a trailing
12-cycle window with 3-MAD outlier exclusion and missed-log detection;
period-length estimator; one-sigma Low/High date band widened by
logging sparsity; luteal back-calculated ovulation + six-day fertile
window; the CALENDAR -> symptothermal -> temperature-trend method
ladder (sensiplan 3-over-6 + mucus-peak re-implemented from the
published method) with documented blend precedence; a multiplicative
confidence scalar shrinking with length variance, low cycle count, and
sparse logging.
- phase: day-of-cycle -> MENSTRUAL/FOLLICULAR/OVULATORY/LUTEAL boundary
mapping with menstrual precedence on overlap.
- 48 unit tests covering the regular, irregular, cold-start, outlier,
symptothermal, temperature-trend, and every phase-boundary case; all
assertions are timezone-independent and pin exact dates + confidence.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Marc-André Bombeck