Register the seven environmental-exposure signals through the signal registry
as a new "environment" kind (correlation-eligible; off Coach/MCP/FHIR in v1),
and fold their daily series into the correlation engine as lagged behaviour
channels. Weather/daylight now pair against mood, sleep, and vitals through
the existing FDR / effect-size / shrinkage gates, so a thin series degrades to
absent rather than a spurious link. All env channels share one ENVIRONMENT
family so two same-day fields never lag-correlate against each other.
Thread the rolling early-detection pass and the labs -> outcome pass through the
correlations route and the coach correlations reader, both of which already
build the same daily series. The route response gains an optional `emerging`
block (recent-window pairs not yet established, flagged provisional) and a
`labCorrelations` block; the coach reader gains matching `emerging` and
`labDrivers` fields. Regenerate the OpenAPI contract for the new response shape.
The correlation discovery matrix gained two non-MeasurementType channels
(medication compliance, symptom severity), but the Coach get_correlations
reader still filtered its measurement query by hand and never built the new
channels. The channel keys leaked into the Postgres enum cast and threw for any
user with medication or illness data.
Extract the route's two channel-series fetchers into a shared module
(correlation-channel-series.ts) so both consumers build the channels identically,
then wire the reader to derive its type filter from discoveryMeasurementTypes and
fold the fetched compliance + symptom series into the discovery input. The reader
now humanises the channel keys to "medication adherence" / "symptom severity".
Render daily medication-compliance rate and illness symptom-severity as
first-class series in the FDR discovery engine, so the adherence-dip →
symptom-flare link (and compliance → vital drift) can finally surface.
Compliance pools every active medication's dose-history ledger into a per-day
taken/(taken+missed) rate, re-keyed to the user's display timezone. Symptom
severity reads the illness day-log functional impact, zero-filling healthy days
only across real episode spans so a user with no episodes yields an empty
series rather than a constant. Both flow through the existing n >= 20, BH-FDR,
effect-size, and shrinkage gates unchanged; a sparse series degrades to absent.
Each channel forms its own metric family (no self-lag tautology) and keeps the
association-not-causation framing. Add discoveryMeasurementTypes() so every
caller drops the non-measurement channels before a Prisma type filter.
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.
Add `src/app/api/insights` to the inventory's walked trees so every
`route.ts` beneath it must classify: the 14 AI-narrative routes as
insights-module-gated, the Coach sub-tree as coach-delegated, and the
AI-settings / provider-chain / tile-layout / feedback / targets /
glp1-timeline routes as explicit infra-and-config EXEMPT entries with
documented reasons. A future ungated insights AI route now fails the
inventory BY NAME rather than leaking the surface over a Bearer token when
the account turned insights off.
Add representative insights-off → 403 module.disabled coverage to the
blood-pressure-status and correlations route tests (alongside the existing
insights-on → 200 path).
Require the `insights` module (in addition to the existing assistant-surface
gate and any per-metric data-module gate) on all 14 narrative insights
routes: blood-pressure / bmi / pulse / weight / medication-compliance /
mood / metric / derived / derived-batch status, cards, correlations,
narrative, pregenerate, and rhythm-events. A 403 module.disabled envelope
now precedes any provider or cache work when the account has insights off.
The per-metric sleep/glucose/recovery/mood gates and the
requireAssistantSurface("insightStatus"|"correlations") checks are kept;
this adds the module layer on top of them.
Route tests that now resolve the gate mock @/lib/modules/gate
default-enabled so their existing data-shape and assistant-flag assertions
ride through unchanged.
The client bundle carries only the active locale — resolved on the
server and handed to the provider with no hydration flash, halving the
dashboard route to under a megabyte parsed (288 KiB gzip). The auth
shell renders the app chrome immediately instead of a spinner while the
session resolves in parallel, the widgets request folds into the
snapshot it duplicated, and insight pills prefetch their sub-pages —
a first visit to a sub-page lands in about ninety milliseconds instead
of nearly a second.
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.
Two changes that turn the descriptive relations surfaces into a
statistically-gated discovery view on the mood page.
Mood as an outcome: the FDR-controlled all-pairs correlation discovery
engine treated mood only as a behaviour (a lag source). Promote it to an
outcome channel too, so the scan also surfaces "behaviour today → next-day
mood" relations (e.g. more daylight today → better mood tomorrow) alongside
the existing "mood today → next-day outcome" direction. The self-pair is
skipped and Benjamini-Hochberg already controls the larger pair family this
opens up. The discovery route now feeds the shared mood daily-mean series
into both roles.
Surface the discovery slice: the engine was computed but never rendered.
The mood Insights page now shows the mood-involving pairs that survive the
false-discovery correction, each phrased observationally with its paired-day
count, r, and BH q-value, plus the honest "X of N tested" footer. The
surface self-fetches the correlation route and degrades to nothing when the
operator has disabled it. Observational only, with the standing disclaimer.
Build the composite tier of the derived-metrics layer on the shared seam:
- Sleep score — a transparent 0–100 composite from sufficiency, efficiency,
consistency, timing and composition sub-scores over the per-stage sleep
rows, reweighting around any sub-score the data cannot support (a legacy
asleep-only night drops composition gracefully rather than fabricating it).
- Wellness/readiness index — extends the health-score null-redistribution
blend with resting-HR, HRV (SDNN), sleep, respiratory-rate and mood
deviation-from-baseline components; returns insufficient below two present
components so it never headlines from one signal.
- Coincident-deviation flag — counts vitals outside their personal band on
the latest day and fires when two or more coincide, listing the
contributing vitals as possible factors, never a cause or a diagnosis.
Each composite cites its standard, carries coverage + confidence +
provenance, and reweights around missing inputs.
Add an FDR-controlled correlation discovery engine behind
GET /api/insights/correlations: it scans a curated behaviour x outcome
matrix, lag-joins each behaviour day to the next day's outcome, runs Pearson
with the exact Student-t p-value, and applies Benjamini-Hochberg control
across every tested pair so only statistically-defensible patterns surface —
each tagged with n, r, p and the adjusted q, framed descriptive not causal.
Add the score-anatomy detail view at /insights/scores/<metric>: a full
score ring, ranked contributor rows each showing its push/pull and weight
share, and the cited-standard provenance explainer — reused by every
composite, mobile-first and accessible.
Regenerate the OpenAPI contract for the new metric values + the correlation
discovery response, and add the i18n keys across all six locales.
Operator-side assistant feature-flag matrix, /insights tab-strip blocking fix on mobile, and the GHCR-propagation-race Coolify auto-deploy fix. Full notes in CHANGELOG.
Long-overdue prettier sweep; prettier had drifted vs. checked-in code
across ~130 files (mostly long-argument line-break wrapping in TS and
table-padding in markdown). Pure formatting — no semantic changes —
and required to clear the v1.4.6 release gate's `pnpm format:check`.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Adds seven read/write endpoints that aggregate or adapt existing data
into shapes more practical for non-browser consumers. None of the
pre-existing endpoints are touched.
• `GET /api/dashboard/summary` — greeting + streak + today compliance
+ per-metric latest value with 7-day sparkline. Single round-trip
for a "home" view instead of fanning out across 6 endpoints.
• `GET /api/measurements/series?kind=&days=` — pre-aggregated series +
stats (mean, min, max, stdDev, count) reusing
`src/lib/analytics/trends.ts`.
• `GET/PATCH /api/integrations/healthkit` — opt-in per-metric sync
config (entries[] of `{ id, kind, direction, enabled }`). Stored in
the new `users.healthkit_config_json` column.
• `POST /api/devices` — APNs/FCM token registration only; no push
sender wired up here. Upsert on `token`.
• `GET /api/medications/intake?scope=today|compliance` — top-level
aggregator over all of a user's medications, plus a sibling
`POST /api/medications/intake` accepting `{ intakeId, status, takenAt }`
for clients that don't want to maintain medication-id state.
• `GET /api/insights/cards` — adapter that maps the rule-based alerts
from `/api/insights/comprehensive` into card-shaped `Insight[]`.
• `GET /api/insights/correlations` — placeholder array today; flagged
in audit log as `insights.correlations.empty` until a real engine
lands.
All endpoints honour `requireAuth()` (cookie or bearer) and the existing
audit/Wide-Event pipeline.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Marc-André Bombeck