Seven screens, §19 and §56 verbatim: welcome, last period, period end, previous
history, the privacy promise, notification privacy, first forecast. Verified end
to end on a device — the flow produces a forecast, the record persists, and a
relaunch goes straight to Today.
Three decisions with tests behind them:
- Nothing is written until the final step. Somebody who abandons onboarding
halfway has not asked this app to remember anything about them.
- Notification privacy is Discreet before the user touches anything (§28), and
Direct is last and never pre-selected. Checked on the device, not only in a
unit test.
- "Still going" and "I'm not sure" both mean no end date. §24: never invent
one. The date picker refuses future dates by not offering them rather than
by rejecting a tap it allowed.
DARK MODE WAS BROKEN FOR ALL OF BATCH 01
PeriodTheme never wrapped its content in a Surface, so every Text without an
explicit colour inherited Material's default — black — and the app background
never painted. In light mode that looked correct by accident, because dark text
on cream is what was wanted anyway. In dark mode the onboarding headings
rendered near-black on charcoal.
No test caught it and no test easily would have. It was found by opening the
app on a device and looking at it.
The Surface now lives in the theme, so a screen without a Scaffold cannot
forget, and every illustration has a light/dark preview pair. A preview is not
a test, but it is the cheapest thing that puts the failure in front of whoever
is editing the screen.
closes#16
PersonalPredictionEngine keeps a discrete probability distribution over
candidate start dates rather than a date with a margin bolted on. Everything the
product needs falls out of that one structure: the most likely date is its mode,
the window is the narrowest span holding 80% of the mass, and a "Not yet" is the
distribution conditioned on what the user just said — which is what §13 asks for
and what a date-plus-margin design cannot express at all.
It is better, and that is a number rather than an opinion. EngineComparisonTest
scores both engines over the §51 fixtures on every build:
engine MAE mean window within +/-2 window covered
baseline 1.00 2.67 7/9 7/9
personal 0.67 4.56 9/9 9/9
COVERAGE IS THE MEASURE, NOT WIDTH
The first version of that test asserted the new windows must not be wider, and
it failed. Measuring showed why the assertion was wrong: the fixtures where the
personal engine is wider are the ones that are genuinely less certain — a
history with a suspected missing period, and one with a 45-day outlier — and the
baseline answers both with a two-day window and misses. What a window promises
is that the period starts inside it. An engine keeping that promise 7 times in 9
has a broken promise, not a tight forecast. The test now asserts coverage, with
a ceiling so "some time this month" still fails.
THREE MODELLING BUGS THE TESTS FOUND
Each was found by a test failing, not by reading the code:
- Median absolute deviation alone reads a user alternating 25 and 37 as
perfectly consistent, because half her deviations are zero. Twenty
disagreeing cycles came back High, breaking §15's rule that volume alone
must never buy High confidence. Spread is now the larger of MAD and mean
absolute deviation; robustness comes from IntervalAnalysis down-weighting
what is questionable, which is a better place for it.
- Recency weighting assumes the recent past predicts the near future. For a
variable user that is false — her latest cycle is a draw from a wide
distribution, not a signal — and weighting it equally cost three days on the
§51 variable fixture. Recency is now trusted in proportion to how much her
cycles actually agree.
- A fixed one-day floor on trend detection fired on a 42-day-cycle history
whose medians differed by a single day, turning an exact forecast into a
wrong one. One day is a real trend at 28 and rounding error at 42, so the
floor is relative to the user's own spread.
WIRED THROUGH, NOT JUST TESTED
PredictionInput carries recentAbsoluteErrors, and CycleRepository feeds the
scored errors back in. Without that the app stores every error it makes and
never reads one back — measuring accuracy rather than learning from it, with the
widening happening only in a unit test. A repository test asserts the errors
actually reach the engine.
BaselinePredictionEngine stays as the control, and both engines run the same
§51 acceptance suite, so the next engine's improvement is measurable too.
108 tests, all passing. ./gradlew check green. Verified on a device.
closes#10closes#11closes#12closes#14
checkModuleBoundaries holds the dependency tables in docs/architecture/README.md
as a check: every module's permitted project dependencies, plus the rule that
domain:cycle and domain:prediction must never apply an Android plugin. core:ads
is already in the map with an empty permitted set, before the module exists —
PRODUCT_PLAN.md §34 is non-negotiable, and a guard written alongside the code it
constrains is one shaped around whatever exception somebody wanted at the time.
It lists every violation rather than the first, and refuses to report a pass
when it examined no modules at all.
THE GUARD FAILED ITS OWN FIRST PROOF
prove-guard.sh injected a forbidden dependency into :domain:prediction and the
guard reported "7 modules checked, no violations". The root project is
configured before its subprojects, so reading subprojects.configurations from
the root script saw every configuration empty — it had been green over an empty
map since the moment it was written, and would have been trusted for months.
Collection moved into afterEvaluate, and the task now throws rather than passing
if it ends up with no modules. Three proofs recorded in the architecture doc,
all re-run and all red: a domain module reaching upward, :app reaching past the
repository straight to Room, and a module with no rule being reported as
unmeasured rather than assumed fine.
TWO REAL BUGS FROM WIRING IT INTO `check`
Running the whole check for the first time turned up Android lint errors that
would have shipped:
NewApi: java.time.LocalDate#ofInstant requires API 34 (minSdk is 26)
NewApi: java.time.LocalDate#EPOCH requires API 34 (minSdk is 26)
Both are on the recalculation path. On any device below Android 14 — most of
the install base this app targets — that is a crash. Neither the unit tests nor
the API 36 emulator could see it; lint is the only thing that could.
Replaced with atZone().toLocalDate() and ofEpochDay(0), which are API 26.
Also cleared the lint warnings that were real: a redundant activity label, and
a round launcher icon declared but never referenced. The two that remain are
deliberate and now say so where the warning is read — targetSdk 36 is Play's
floor and raising it opts into untested runtime behaviour, and the -v26 mipmap
qualifier stays because removing it makes AAPT fail to resolve the icon at all.
./gradlew check now passes with 0 lint errors across all seven modules.
70 unit tests, all passing.
closes#7
The Batch 01 vertical slice from PRODUCT_PLAN.md §58 now runs on a device:
launch, log a period, it is stored, the forecast recalculates, edit or delete it
and the forecast moves again. Hilt wiring, a TodayViewModel exposing one
immutable state, and a working surface that says "Batch 01 · working surface" at
the top so nobody mistakes it for the designed Today screen, which is Batch 03.
THE DEFECT THIS FOUND, ON A DEVICE
Tapping "Started today" twice on the same day killed the app:
FATAL EXCEPTION: main
android.database.sqlite.SQLiteConstraintException: UNIQUE constraint failed:
period_records.startDate
Not a hypothetical — the crash was reproduced on emulator-5580, the fix
applied, and the same two taps then produced "That day is already logged." with
the process still alive and zero FATAL lines in logcat.
The constraint is right: a duplicate must not overwrite the original row and
lose its createdAt and source. The API around it was wrong. Repeating a tap
when you are not sure the first one registered is an ordinary thing for a person
to do, not a fault, and it must never be an exception. So the period writes
return PeriodWriteResult — Added, AlreadyRecorded, Updated, Conflict, NotFound —
and only genuine faults still throw.
editPeriod had the same hole: moving a record onto a date another record holds.
That is refused rather than merged, because merging would delete a period the
user entered and only they can settle it.
The ViewModel now installs a CoroutineExceptionHandler as a backstop. In a
health app a crash mid-write is adjacent to losing what was just entered, and a
message somebody can read beats a process that vanished. The message carries the
exception type and never a record's contents (§45).
Four regression tests pin all of it, plus two instrumented tests on a real
file-backed database that close and reopen it — what a force-stop actually does,
and something an in-memory database cannot fail.
70 unit tests and 2 instrumented tests, all passing. Release APK 1.2 MB.
closes#6
Period was a bare directory holding one 2,527-line specification, with no git
repository, no tracker and no documentation convention. This is the adoption
from Projects/Template/START-HERE-New-Project.md, plus a project that compiles
so the hooks and future guards have something real to run against.
Documents. scaffold.sh created 19 paths, 0 skipped. The specification moved to
docs/planning/PRODUCT_PLAN.md unchanged in substance, with a status header; the
capitalised Docs/ is gone. Every scaffolded document was filled in for Period.
docs/OPERATIONS.md deleted — an offline app is not a deployed service.
DOC_TRUST_MAP.md written last, describing what is actually here, including what
this project deliberately does not have.
Code. Four Gradle modules. domain/cycle and domain/prediction are kotlin("jvm")
and cannot see the Android SDK, so the engine is testable without an emulator —
17 tests pass, 12 of them the acceptance cases from PRODUCT_PLAN.md §51.
BaselinePredictionEngine is a robust-median prototype and explicitly not the
product; it exists so Batch 02's replacement can be shown to be better rather
than merely different.
Versions verified against their official sources today rather than inherited
from the specification's own numbers, which that document asks for: Kotlin
2.4.10, AGP 9.3.1, Gradle 9.7.0, Compose BOM 2026.08.00, Room 2.8.4, Hilt
2.60.1. AGP 9 ships Kotlin built in, so org.jetbrains.kotlin.android is no
longer applied. compileSdk is 37 because current AndroidX requires it; targetSdk
stays 36, Play's floor from 2026-08-31, and the difference is deliberate.
Six scripts taken into scripts/; the rest declined and named in docs/TOOLS.md.
Three hooks in .githooks/, with pre-commit adapted to Gradle.
closes#1closes#2
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