Four honesty fixes with no behaviour change to the math.
The validation header claimed more than it proves. The ridge FIT is
out-of-sample and no training fold sees ahead — that holds. But feature
SELECTION and per-user standardisation both run over the whole window
before the split, a small documented optimism (measured at about one
part in sixty on the error). The header now says exactly what is and is
not leak-free, and says to nest the screening if the feature set ever
grows or the optimism is ever measured larger.
The per-weekday observation floor had no consumer: no weekday board is
built on this fit, the forecast only publishes seasonalUnlocked and
leaves the weekday view to the insights page, which has its own floors.
Removed rather than left as a number nothing reads, with a note to bring
it back alongside such a board.
Two comments were wrong and are now true: the route's parameter is
declared for the exported type, not to steer a method check the wrapper
resolves from the Next.js request with a GET fallback; and the label
surface imports the key parser from feature-keys.ts, not features.ts.
And the write-surface guard now states its own structural blind spot,
the way the session-surface guard does: the wipe path deletes this table
through a dynamically-resolved delegate the literal matcher cannot see,
which is why that deletion is correctly not counted as a writer.
The Coach staleness fixture moves above the forecast floor, because the
read path now refuses below it: a one-entry account correctly gets an
absence rather than the present forecast that case exercises.
The ladder gate counts days carrying a rating. But a day missing one of
the fit's selected features is dropped rather than imputed, so a
sparse-context account can clear thirty rated days and be fitted on far
fewer complete rows — a forecast "built from twenty days" past a floor
meant to say thirty. n beside the value and a wide band on a small fit
keep it from being dishonest, but the floor should still hold.
The number of complete rows the fit actually used now has to clear the
same threshold as the rated-day count; below it the account gets the
absence shape, and the read path then reports "not enough of a pattern
yet" rather than a value resting on a handful of days.
Watched red with a fixture of forty rated days carrying the driving
feature on only the twenty-five most recent — enough to screen the
feature in and to score the recent days, so the refusal is about the
complete-row count and nothing else. Before the floor it wrote n=25.
The job clears a below-floor account's rows nightly, but the read path
trusted whatever row was on disk between passes. So for up to a day
after an account deleted entries back under the floor, GET
/api/mood/prognosis returned present:true with a value the account no
longer had the data to support — and worse, under a stage the row
implied ("insufficient" / "learning") that is not in the published enum,
which fails a strict client decode of the whole payload.
The read path now re-reads the ladder and returns the absence shape
below the floor, exactly as the job would, so the two agree and no
out-of-enum stage can reach the wire. The present type's stage is
narrowed to the three rungs that carry a value, so the compiler enforces
it too.
The integration case that missed this ran the job before reading, which
is precisely why it was silent. The new case deletes entries back into
the learning band and reads WITHOUT running the job, with the row still
proven on disk, and asserts present:false with no stage. Watched red:
before the fix it returned present:true with a predicted value.
The timezone resolver and the dependent-keys bundle shipped ahead of
their consumers, and the dead-code gate rightly went red on the trunk.
The surfaces that need them arrive with the next visit stage and bring
them back together with their callers.
It gates the flag the forecast publishes, so a surface asking whether the
history supports a weekday claim about THIS comparison asks one place.
It does not retro-gate the weekday board the insights page has carried
for releases — that board is built from the entry aggregates and has its
own floors, and hiding it from accounts under ninety days would take a
surface away from people already reading it to enforce a rule about a
different calculation. And it does not justify building a second one.
Two small things the first pass left rough.
The fit's window read had no row cap. A year holds 365 days and the fold
keeps one entry per day, so the cap only bites on an account that logs
many times a day — but an unbounded read in a nightly job is a table
scan waiting for the account that has years of history. The rows now
arrive newest first under a cap, which also puts the loss on the right
end: an account over the cap loses its oldest days, never the recent
ones a forecast is written for.
And the card showed the raw day key. It goes through the account's own
date-order preference now, pinned to UTC like every other day key in the
app, so this card cannot show a different day from the list beside it.
Every delegable operation states, in the contract, that it can refuse a
delegate — and the guard over the document caught this one publishing
only its module gate. One status, two reasons: the module gate's own
sentence first, the shared refusal spliced on the end, which is the
shape every other gated delegable route already uses.
The snapshot gains the day's two readings with the age of the second
one, through the same reader the page uses, so the page and the
assistant cannot disagree about what today's comparison is. The
freshness rule is the shared one: a comparison about the day before
yesterday carries the date it is about and an instruction not to state
it as today. Absence is a present field rather than a missing key —
a model told "there is none yet" says so, and a model told nothing
estimates one. The wording rule travels with the values, because a model
handed a number and no instruction writes the sentence its training
suggests, and about a forecast that sentence is a causal one.
The contract publishes the resolved value: the expected figure, the
band, the count, the deviation against the band, the age, and the
contributions that carried weight. Nothing is left for a client to
re-derive — two clients deriving the same figure about somebody's health
record is how they start disagreeing about it. The description carries
the observational wording and the display rule: the count goes wherever
the value goes.
The end-to-end proof runs against real Postgres and reads the table
rather than a return value: nothing written a day short of the
threshold, a banded and counted row on the day it crosses, the
provisional label dropped at sixty days, the rows cleared when the
module goes off, the rows cleared when entries are deleted back below
the threshold, and an older pass's row replaced rather than left beside
a fresh one. A delegate holding only the mind section is refused, and
the assertion is on the response bytes.
Two readings, side by side, never merged. The person's own rating leads
— larger, first, and returned exactly as it was stored — and the
comparison sits beside it with its range and the number of days it was
built from. The deviation is measured against the range, not against its
midpoint: inside it is a day that went as the account's own past days
suggest, and only outside it is worth a sentence.
The sentence is a counterfactual and says so. Never "your mood is 5.4",
always "a value around 5.4 would have been expected". The explanation
names what the comparison weighted for that day, out of what the job
stored for that day, in the words the capture sheet already uses — a
person reads "Workload" here because that is what the slider they moved
was called.
The route declares the whole record rather than the mind section, and
the reason is written at the declaration: the comparison reads the day's
context AND the figures the sleep, activity and recovery modules hold,
and it names them, so a delegate holding only the mind section would
receive a derived view of sections the owner declined to share. A scoped
grant is refused outright rather than served a contribution list with
the linked features quietly removed, which would read as "only the mood
fields mattered" and be false.
The causal-verb ban is a test now rather than a review habit: the copy
guard reads all six bundles and fails on a causal construction in any of
them, and on a statement that quotes a value without the days behind it.
Both halves were watched failing.
A job, never a route. A forecast written as a side effect of opening a
page is a function of browsing rather than of data, and the prognosis
also has to be a value the person cannot overwrite — so one file writes
the table and a guard holds it there.
The cohort is the union of two sets and the second one carries the
weight: accounts with enough recent rated days, plus every account that
already holds rows. Without the second, an account that deleted its
entries would fall out of the sweep and keep last month's answer under a
fresh-looking date, with nothing on the surface to say so.
A pass replaces rather than accumulates. Every account it touches ends
holding exactly the rows that run wrote, or none: below the threshold,
module off, no pattern in the data, no recent day carrying everything
the fit needs — every one of those clears what was there. Per-account
failures are counted and the pass continues; only an all-accounts
failure fails the job.
Runs at 04:35, after the inputs have settled and clear of the geo
backfill on the hour's fortieth minute. The arithmetic is a ridge
regression and nothing else: no provider, no key, no egress, no consent
gate, and the module says so at the top so nobody wires one that does
not apply or assumes one that is not there.
The target is the day's own pleasantness; the inputs are the other four
self-ratings, the numbers and closed vocabularies of the day's context,
and the figures the sleep, activity and recovery modules already hold.
Nothing is imputed. A day missing one of the selected inputs is a day
the fit does not see, and a feature nobody recorded on most days never
becomes a column in the first place — the coverage floor is what keeps
the complete-case rule from quietly emptying the matrix. A day with no
context row contributes no work-status column at all, rather than a zero
that would read as "worked a regular day".
Columns are standardised against the account's own window, so a person
whose stress never passes six does not have six read as the maximum.
Candidates are screened with the machinery the rest of the product
already runs — Pearson at the shared paired floor, Benjamini-Hochberg at
the shared FDR, the shared effect-size floor on the shrunk estimate —
because a sweep over sixty features at raw p < 0.05 finds three things
that are not there.
The fit is a ridge solved in closed form, validated on expanding windows
in date order. The training range ends exactly where the validation
range starts, asserted on the fold indices and on the day keys, not on
the resulting error: a leaking split passes an error check whenever the
leak is small, which is when nobody looks. The band is the central 80%
of the validation residuals, so it widens when the model is bad instead
of staying confidently narrow.
The window read is the linked resolver's own engine, extended to answer
many days in one query rather than growing a second opinion about what a
Tuesday looked like.
Review of the visit work found the appointment arm leaking in both
directions: rows the visit routes could strand, and a reminder surface
that would act on one as though it were a checkup.
An edit could orphan a live reminder. Pointing a still-booked visit at
the checkup it closed walked the foreign key off the visit's own
reminder, and the next reschedule then minted a second one, because the
re-anchor path asked the key what the visit owned instead of asking the
engine. An orphan fires: the cron reads the reminder table, not the
visit list, so it pushed for an appointment nobody could see, edit or
cancel, and deleting the visit did not reach it. The edit arm now
refuses the contradiction the create arm already refused, ownership is
resolved through the relation, deletion retires the row it owns rather
than the row it points at, and a sweep at the end of every visit write
retires anything left armed that no visit claims -- so the state is
unreachable rather than merely unlikely.
The by-id reminder routes never excluded appointments, and that was the
larger hole. Marking one done committed the satisfy and THEN failed on
the mapper, so every appointment push a person acknowledged answered 500
after the write had landed. An edit could give a spent one-shot a
cadence and turn it into a permanent nudge that appears in no list, or
switch a cancelled one back on. The delete is a hard delete, so somebody
holding only the measurements domain could destroy a row belonging to a
visit in the health background. All five refuse in the lookup now -- an
appointment is not addressable there at all -- and the chat buttons that
mark a reminder done or postpone it refuse it the same way. Nor is an
appointment satisfied by a lab result: the auto-satisfy matcher used to
resolve any free-text reminder from any panel, which would have marked
next month's cardiology appointment attended.
A visit is a seam between four domains, and names were crossing it. The
values never did, but the title of a discharge letter is itself the
sensitive part, and a grant that opened only the health background was
never consent for it. Link labels and dates now follow the target's own
domain; the link is still listed, so a delegate learns the visit
produced a lab result without learning which analyte. Closing a checkup
follows the same rule: it re-anchors a preventive-care cadence, which is
a measurements write, so a health-background delegate files the visit
and the closure is reported as skipped rather than performed in silence.
Three smaller repairs. A checkup now closes at the visit's own instant
rather than at the moment it was typed in, which anchors a backdated
entry correctly and makes correcting a mis-filed visit the no-op it
should always have been. A window ending before today no longer widens
back out to today. And the fallback in a push notification was the raw
enum constant, so a lock screen could read a schema value; it reads the
record owner's own language now, in all six.
Five rungs — nothing at all below fifteen entries, descriptive hints to
thirty, a provisional forecast to sixty, a plain one to ninety, weekday
and seasonal comparisons above it — plus the occurrence floor a value
must clear before it may be named at all.
Every floor is an exported constant and every one has a test on both
sides of its own boundary, because the failure here is invisible: a
forecast built from eight days renders exactly like one built from
eighty, and nobody reading the screen can tell. Each assertion names the
threshold it is about, so a red says which floor moved.
Absence carries its reason and the count rather than being a bare false,
so a surface can say how far along the account is instead of showing an
error. Two numbers are deliberately not minted here: the paired-value
floor stays `MIN_PAIRED_N` in the correlations module, and the
occurrence floor is the crosstab's own, taken by assignment. A test
reads the file back and fails if either turns into a local copy.
`MoodPrediction` holds the expected value of a day beside the day's own
rating: one row per account per local day, with a band and the number of
days the fit used. Two tables rather than four columns on the entry,
because the point of the second value is that the person cannot correct
it into agreement with the first — the distance between them is the
finding, and a value the edit form can write is not a second reading.
The table stays out of the disaster-recovery backup and the reason is
written where the completeness guard reads it: every row is recomputable
from the entries, the contexts and the linked modules, and carrying one
would restore a forecast made by a model version that may no longer
exist against data the restore has just moved. It is in the wipe plan,
because a derived row is still a day-by-day statement about somebody.
The write-surface guard lands red on purpose and names what is missing:
`lib/jobs/mood-prognosis-refresh.ts` does not exist yet, so the writer
set is empty where it should hold exactly that one file. The job closes
it. The rest of the guard is green now — no route, page or component
writes the table, and the matcher proves itself against a call broken
across lines, an aliased client, a read and a different model.
The six per-section type aliases and the inverse-orientation list had
no consumer; the schemas read the key arrays directly and the workLoad
orientation is stated where the rating fields are declared.
The resolver hand-wrote the map and got it wrong in both directions. It gated
steps and active energy on `workouts`, which gates workout SESSIONS and not
ambient movement, so the mood sheet hid a figure every other surface shows. It
called resting heart rate and heart-rate variability core with no owner, while
the table has assigned both to `recovery` since v1.30.22 — including the RMSSD
fallback, pinned there so a ring-only account cannot reach through it. An
account with recovery switched off was served the domain it had switched off,
which made the release note's own promise false.
Both directions now resolve through `moduleForMeasurementType()`, the table the
MCP wire, the correlations reader and the Coach snapshot already share.
Steps, active energy and the two vitals also run through the canonical-source
picker now. Without it a phone and a watch reporting the same day summed twice
and the sheet showed a walk nobody took; the vitals answered whichever row was
latest rather than the picked stream's.
A guard pins the three ownership claims, including that the two vitals share
one module — the block carries one availability flag for the pair, so the day
they diverge that flag becomes a lie and the block has to be split first.
Two requests can probe the same workout, both find no heart-rate series,
and both mean to attach one. The unique index on `workout_id` picks a
winner; the loser has to report the duplicate it turned out to be rather
than claim an attach the database never made. Nothing could catch that
arm going wrong: the unit fake echoes every row back as landed, and the
race suite carries no series at all, so replacing the status with a
constant `enriched` left the whole suite green. Two concurrent posts of
the same enrichment now assert one `enriched` against one `duplicate`
and a single stored series.
The published contract also says now what the counters mean, instead of
leaving it in a comment: an entry reported as `enriched` counts towards
`duplicates`, because the top-level counters count workout rows and an
enrichment writes none. Field descriptions on the response and on the
per-entry status and reason, OpenAPI regenerated.
A batch entry matching a stored workout stays first-write-wins for the
workout row. What it can do now is hand over a heart-rate series the
stored workout does not have yet: the series is attached, the row itself
is not written at all, and the entry reports back as `enriched`. A
workout that already carries a series is a no-op, so a client can walk
its whole history as often as it likes.
- The pre-flight probe now answers both questions at once, whether the
row exists and whether it already has a series, and carries the id so
the attach addresses the stored workout without a second round trip.
- The attach rides the same child write as a fresh workout's series.
RETURNING names the rows that landed, so a workout that gained a
series between probe and write reports as the duplicate it is instead
of claiming an attach that never happened.
- A `samples` array that fails validation is refused per entry with
`reason: "invalid_samples"` rather than failing the batch. One
unusable session out of a hundred must not stall a history sweep the
client cannot repair by retrying; every other validation failure keeps
failing the batch.
- The wide event and the audit row tally enrichments. Counts only, the
series never reaches either.
- `enriched` is the one contract movement: additive on the per-entry
status, request shape unchanged. OpenAPI regenerated.
Integration coverage against a real Postgres pins the attach, the
repeat as a no-op, the refusal of a bad series alongside entries that
land, a mixed batch reporting each status, and the stored workout row
compared whole before and after, `updated_at` included.
Query keys land in the central factory before any surface reads them,
because the lint rule that bans a bare array means the first component
listing visits cannot compile without a slot. There is deliberately no
server-side cache invalidator beside them: nothing cached reads a visit
yet, and a sweep over caches nobody reads would look like coverage
without being any. The module says so at the place a reader would go
looking.
The OpenAPI table publishes seven paths with everything resolved — the
practitioner as an object rather than an id, each link with its label
and date, the appointment's next due instant computed. What it does not
publish is the reminder origin enum, which still reads with two members:
the third value exists in storage and reaches no response, because every
preventive-care read excludes it. Keeping that contract closed is why
the exclusion is worth a guard.
Classifying visits under the existing health-background domain widens
what that domain grants. Somebody who shared it so a relative could see
an allergy list now also shares every appointment and the address book.
That is stated where it is agreed to rather than left in a code comment:
the consent screen's sentence names visits and practices, in all six
locales, and the activity feed gains a verb line for each of the eight
new delegated actions so an owner reads what was done rather than
'made a change'.
- the wipe plan names it before its parent, so the confirmation screen's count
is the number of rows that existed rather than zero
- the backup plan classifies it as carried and two-ended, and the round-trip
registry seeds one, which is what makes that claim provable
- the sharing surface admits the linked-day read with the reason it may answer
- CHANGELOG for the release
Nine visit routes and five practitioner routes, all classified under the
existing profile domain and each reviewed into the frozen sharing
literal with the sentence that argues for it. An address book of a
person's own doctors is record content, not account configuration: it
names no credential, no integration and no notification channel, which
is the fence that classification turns on. The eight sharing domains are
unchanged. Link and unlink stay bare, matching document link and unlink,
and the pair is revisited as one decision later.
Nothing is a required field. A visit saves with a date and nothing else.
Every id a body may carry is re-narrowed to the caller before anything
is written, and an unknown link id never blocks a save.
A booked visit mints exactly one reminder on the existing engine with
the new origin, and the appointment half is the part worth reading
twice. Both cadence columns stay null, which is the schema's one-shot,
so the first due instant is stamped directly and the never-nag property
is structural rather than guarded: after it fires, the cadence helper
has no occurrence to return. Rescheduling re-anchors that row and never
mints a second, which the tests assert by counting rows rather than by
checking the date moved.
Filing a visit as done closes the checkup it was filed against, on the
transition rather than on every later edit. Writing the test first found
that: satisfying is forward-only, so re-saving a completed visit was
pushing the checkup's next due date out again as if the person had been
a second time.
An appointment must appear on no preventive-care surface, and that is
four separate reads, one of them in the assistant tooling. Each carries
the exclusion, a guard proves all four by source text with a non-zero
match count, and the reminder mapper refuses such a row outright — so a
read site that loses its filter fails loudly instead of showing an
appointment as a checkup. The published origin enum is untouched.
- /api/sync/changes carries a1 to a5 and the day context under the same keys
the write path accepts, so a client reads back exactly what it can post
- BulkMoodEntry accepts both, all optional; a1 stays server-derived from the
five-point label, so a build that sends only a label still writes a complete
row and needs no change to stay correct
- the batch parses each entry's context on its own: one row carrying a value
the vocabulary does not name is skipped and the rest of the batch lands
- docs/api/openapi.yaml regenerated alongside
- one comparison per context value, reusing the Welch test, the day floors and
the Benjamini-Hochberg family the tag board already runs; a wide sweep
filtered on a raw p < 0.05 would surface one-in-twenty noise as a finding
- two entries on one day count as one day
- every statement names how many days it compared, on the same surface as the
claim, and says it shows a connection rather than a cause
- the assistant snapshot carries the same rows with that constraint written
out beside them
Three narrow link tables landed with the visit record, which is a step
away from the one-shared-service direction the polymorphic-linking work
argues for. This bounds that step to a single module: every caller now
speaks one vocabulary — a source, a target kind, a list of target ids —
so replacing the storage underneath later is a change in one file rather
than a sweep across every route that files something.
The document-condition links move behind the same signature, so there
are two families and one call surface. Behaviour is unchanged and the
existing vault tests are the proof; where a test double had to follow
the new query shape, it says why in the diff.
The rules that used to live at each call site now live in the module and
are proven against real Postgres rather than a fake that ignores a
where clause: both ends re-read scoped to the owner before a row is
written, a repeated link is a success that changes nothing, a call is
capped at a hundred targets, and a tombstoned record is not linkable on
either end. Unlinking one deliberately still works after a delete, or a
filing nobody can clear would be left behind.
Reads return a resolved label and date rather than a bare id, so a
client rendering a list never re-derives what the server already knows.
The restore is the one documented exemption and writes the tables
directly: it rebuilds an account rather than filing something in one.
- one resolver reads the day's figures from the modules that own them; nothing
is copied onto the mood row, so correcting a sleep session corrects it here
in the same moment
- absence answers { present: false } rather than zero, because a night nobody
recorded and a night of no sleep are different facts
- a module switched off blanks its whole block instead of filtering down to an
empty one
- keyed by the local day so the capture sheet can ask before an entry exists
- the completeness guard now binds a third model, MoodContext, to a named
select; the four omitted columns each carry the reason the backup is right
to drop them
- the disaster-recovery arm carries the ciphertext, the portable arm the plain
text, and every other column rides in both
- the restore rebuilds the context after its entry, inside the same
transaction, and a file written before contexts existed restores without one
- the round trip asserts the restored row by value, zero included
A person's whole 'which doctor' history was one free-text column on a
reminder: they typed the practice name once and could reach nothing else
that happened there. This turns that string into a record.
Five tables in migration 0320, all additive: an encounter that happened
or is booked, the account's own address book of practitioners, and three
links from a visit to the documents, lab results and conditions it
produced. The encounter is slim on purpose — the diagnosis stays on the
linked condition, the address on the linked practitioner, and the reason
each field was kept or cut is written at the model. No module gate, and
the schema says why rather than leaving the absence to be read as an
oversight.
Every carrier lands with the tables rather than after them. All five are
classified as travelling both ways and are proven doing it: a seeded row
of each goes out through the real export builder, the account is deleted
so the schema's cascade decides what survives, and the rows are counted
back through the real restore route. Two references deliberately do not
survive and are named instead of dropped quietly — the reminder a visit
points at is not in the backup, and a link whose far side a portable
export does not carry cannot resolve. The wipe plan deletes the links
before the lab results and documents they hang off, or the audit row
would report zero for rows that existed. The three encrypted columns are
registered for key rotation, without which dropping a legacy key would
make those notes permanently unreadable.
Widening the reminder origin enum is a type error at the reminder DTO,
which is the right outcome: the mapper now refuses an appointment row
outright rather than relabelling it as a checkup.
- moodContextSchema derives every enum from the vocabulary, so a value it does
not name answers 422 through returnAllZodIssues rather than being dropped
- the context is written in the same transaction as the entry and its links; a
failure rolls the entry back rather than leaving a client retrying a 5xx
into a duplicate
- an entry with nothing filled in stores no row, and a context that says
nothing removes the one that was there
- the create, list, detail and edit reads answer the context with its lists
decoded and its note decrypted; the ciphertext never leaves the server
- one module holds the four sections, their key lists and the rating fields;
the Zod enums, the capture UI and the analytics all read it, so a value the
vocabulary does not name cannot be stored
- labels state facts, never judgements, and the contact circles are groups of
people rather than a score
- a pair guard binds the arrays to all six bundles in both directions, because
the reverse-coverage matcher sees a `mood.context.` template and stops being
able to tell a live label from a stale one
- migration 0311 creates mood_contexts, keyed by the entry, cascading from
both the entry and the owner
- work, contacts, leisure and one notable event; every field nullable, and an
entry with nothing filled in gets no row at all
- notes_encrypted registered in ENCRYPTED_COLUMNS and in the rotation script,
so a key rotation cannot strand it
The dead-code sweep found the window type exported and unread. It was
unread because the surface that offers the choice carried its own copy
of the same three numbers: the chart could not import the calculator's,
since that module reaches the database client two hops down and a client
component pulling it in would ship Prisma to the browser.
Both now come from the dimension table, which is pure by construction
and which the chart already imported. One declaration of 7 / 30 / 90,
read by the calculator that averages over them and by the control that
offers them, so the two cannot drift.
Three small things the audit named together.
The mood reads spread the whole row, so adding the wire keys shipped
every level-A value twice — once as the column name and once as the key
the write path accepts. A client would have picked one and been stuck
with it. The column spelling is stripped now, and the create response's
key set is asserted so it stays stripped. The published contract is
unaffected either way; these routes are not in it.
The dimension series carried its own copy of the day-key subtraction
that the freshness module already exports. One copy now.
And the reason a stale dimension ships with a notice instead of being
dropped the way the status surfaces drop one is written at the builder:
a one-line card has nothing left to say about a value it cannot narrate,
while an open conversation can say when the value is from — and silence
there would leave no way to tell an unanswered dimension from one nobody
has looked at in a week.
The snapshot stamps every metric block with an asOf built from the
newest reading in it, which for mood is the newest ENTRY on the 1-5
axis. Somebody who taps a face each morning and opens the sliders once
a week therefore carries a block stamped as current and a stress
reading six days old, and a reader taking the block stamp as covering
the dimensions states last week's answer as today's.
The block now names the precedence in one line beside the dimensions,
and each dimension keeps its own age. Present only when there are
dimensions to explain.
The single create's upsert restated all five columns on its update arm,
so a client re-posting an entry with only a label and a timestamp — the
phone, whose build has no sliders — cleared the stress, energy,
connectedness and stability somebody had answered on the web. The batch
and import paths already preserved them, so the two disagreed.
One answer now, and it is preserve: absence in a request means nothing
to say, an explicit null takes an answer back, and pleasantness still
follows the label because the request always carries one. The create
schema accepts the null that makes clearing expressible.
A re-post that omits a dimension is asserted to leave it standing, and
that assertion has been watched to fail against the old arm.
The inverse flag is read by the trend legend and by the assistant block;
the function that flips a value through it had no caller. It comes back
with the surface that needs a combined view, not before.
The pillar reads PHQ-9, GAD-7 and WHO-5 and cites the papers behind
every threshold. A daily self-rated slider is now available on nearly
every mood row, so leaving it out reads as an omission unless the
reason is written down: the two are different kinds of evidence, and
averaging them would weaken the line that makes the figure worth
showing to a doctor. Recorded at the pillar and at the columns.
- the level-A blocks ride the mood aggregate the coach and the briefing
already share, so the ages are fixed once in the data preparation
rather than once per sentence
- every block carries its newest value, the day it belongs to, how old
it is and whether that age still backs a present-tense claim, through
the same freshness rule the vitals surfaces use
- a stale dimension carries the instruction in words as well as in a
flag, because that is the sentence this exists to prevent
- the 1-5 scale line is untouched; the new axis describes itself, with
the anchors resolved from the bundle the person read
- the trend page and the assistant run the same calculator, so a number
in a sentence cannot disagree with the number on the chart
- one engine: the dimension series is a sibling calculator of the mood
aggregate hub and rides the same bounded read, so no second summary of
mood can disagree with the first
- 7 / 30 / 90-day means per dimension, plus the daily series behind them
- a dimension nobody answered is named as not recorded rather than drawn
flat through the middle of the scale, and a zero counts as an answer
- each line keeps the orientation the person answered in; the legend
says which way the inverse one runs
- the card rides the existing module-gated aggregate read and query key
- the backup select and the payload carry all five, on both the portable
and the disaster-recovery arm
- the restore writes what the file holds and nothing else: a file from
before these columns restores them empty rather than deriving them
- the CSV appends them after the existing columns so nothing shifts under
a spreadsheet, and an unanswered value is an empty cell rather than a
zero, which is a real answer on this scale
- the round trip asserts each of the five by value, including a zero
Marc-André Bombeck