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Marc-André Bombeck
7ad32f7ab1
Add the medication-class to target-vital map and the adherence-to-vital storyline so the Coach can surface, association-only, when an adherence dip lines up with a drift in the vital that medication targets. Never causal, never a dose-change suggestion; dose questions defer to the prescriber. Add an in-repo CUSUM / binary-segmentation changepoint detector over DAY rollups with a high firing bar (persistence plus within-segment-spread magnitude) so the Coach can name a dated, sustained level shift instead of a vague "lately", and stays silent when no break clears the bar. Surface which source recovery is read from when two sources materially diverge, with the honest reason, instead of silently averaging. Lay the n-of-1 experiment substrate: a nullable encrypted outcome column on coach_plans (migration 0197), the review_due / reviewed lifecycle statuses wired into the encrypted-column registry and rotation script, and a daily worker that reads the experiment result back in the user's own before/after numbers — association-only, honest-null, no cheerlead on an adverse trend, and routing a worsened vital to the clinician. The user-visible read-back stays behind COACH_EXPERIMENT_VERDICT until its review cases clear. Extend the outbound dose screen to catch experiment-shaped dose changes (halve / skip / stop a medication to test it). Add evaluation cases and unit tests for each new surface.
docs/ — internal reference + operator playbooks
The user-facing documentation lives at https://docs.healthlog.dev — that's the canonical surface for self-hosting guides, integration walkthroughs, AI-provider setup, and the doctor-report workflow.
The files in this directory are the internal operator playbooks, audit notes, and machine-readable specs that ship alongside the source:
api/— the OpenAPI 3.1 spec for the native-client subset (iOS DTO codegen target). Seeapi/README.mdfor the preview commands.ops/— backup / restore + encryption-key-rotation playbooks. These are the runbooks an operator reaches for during an incident.self-hosting/— horizontal-scaling notes (HEALTHLOG_PROCESS_TYPE=web|worker|all) and the deploy-pipeline recipe. Routine install steps stay ondocs.healthlog.dev.migration/— release-by-release migration notes. Read the entry for the version you're upgrading from.audit/— per-release audit summaries archived for forensic traceability.apple-store-connect-checklist.md— the iOS submission gate.doctor-report.md— PDF generator design notes.codex-protocol-spec.md— Codex / ChatGPT OAuth protocol reverse-engineering notes.ui-guidelines.md— UI / a11y house style.
If you're a self-hoster looking to spin up an instance, start at https://docs.healthlog.dev or jump to the Quick Start in the project README.