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feat(biometrics): add versioned calibration profiles, references and shared Python runtime - #828
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…ibration, saved curves and presence auto-on (#820) Promotes `dev` to `main` with Apple Watch reference data, configurable sleep-stage classification, biometrics calibration, saved and annotated curves, experimental presence auto-on, and Host/Origin hardening for the pod API. ## Changes - Import Apple Watch sleep stages and heart rate, overlay reference heart rate on the vitals chart, explore vitals, and build datasets for classifier calibration (#802, #803, #814, #821, #826). - Add per-side sleep-stage rules, written as sentences with quick adjust, preview and a change log, and respect piezo calibration quality, including unknown calibration in the week view (#815, #816, #817, #822). - Add biometrics calibration: versioned profiles and references, a shared Python runtime, a retained backtest replay engine, a prospective shadow runtime with a calibration API, and the calibration UI (#828–#831). - MCP tools to inspect, preview and apply sleep-stage rules against the Watch reference, and to build and save a sleep curve from pod data (#823, #825). - Save named curves on the pod and add optional notes to curves (#827, #832). - Experimental per-side presence auto-on with person-vs-pet occupancy classification; auto-off now ignores light loads such as pets (#810). - Reject unknown Host headers so DNS-rebinding pages cannot reach the unauthenticated pod API, and apply the same Host/Origin allowlist to the sensor WebSocket handshake (#833, #834). - Improve session endings, movement scoring during Pod 5 pump operation, and vitals continuity for quiet sleepers (#804, #813). - Add away-mode toggles to the side card and Stage panel, move Settings to per-section side tabs, improve the scheduled label contrast, and prevent premature stalled-pipeline banners (#805–#808). - Update dependencies and pin Babel runtime to fix the Turbopack MQTT build (#811, #812, #818, #819). ## Migrations - Configuration DB: side stage classifier, stage classifier changes, curve templates, schedule notes and presence auto-on columns (0022–0027). - Biometrics DB: Watch reference stages and vitals, and calibration tables (0017–0030). ## Test plan - [x] GitHub checks on the `dev` head: build, lint, typecheck, unit tests, browser tests and all Python test jobs. - [ ] After merge, wait for "Analyze & Release" on the `main` merge commit, then `sudo sp-update main` once on a pod and confirm the service starts and migrations apply.
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Part 1 of 4 splitting #824 (reference snapshot
7b9ac5d3) into reviewable stacked PRs. #824 stays open as the umbrella and is not merged; the four parts reproduce its tree exactly (the tree offeat/bio-cal-4-uiis identical to the tree of7b9ac5d3).Stack, merge in order:
feat/bio-cal-1-foundation→dev: versioned calibration profiles, references, DB schema and migrations, shared Python runtimefeat/bio-cal-2-backtest→ part 1: retained backtest replay engine and isolated package experimentsfeat/bio-cal-3-shadow-api→ part 2: prospective shadow runtime, isolated coordinator host, calibration API and MCP, demo handlersfeat/bio-cal-4-ui→ part 3: calibration UI, i18n catalogs, browser tests and docsThis part
src/biometrics/profiles), with activation intent, runtime receipts and legacy stage-settings migration.src/biometrics/references), canonical JSON and the algorithm registry (src/biometrics/algorithms).src/biometrics/backtest: contracts, datasets, jobs, submission, evaluator, worker entry) and the worker-only bundle script with thebuildhook, because the profile activation path and its tests depend on them.modules/common/biometrics: frames, gates, signal, replay, raw records, shadow workers) with the runtime adapter and Python tests.@noble/hashes,esbuild,@playwright/test(lockfile updated here so later parts do not touch it).sleepypod-core-125because it changes TypeScript and Python identity in lockstep and needs a pod migration plan.devat4ea6aa5f(feat(mcp): build and save a sleep curve from pod data #825, feat(curves): save named curves on the pod #827, feat(schedule): optional notes on curves #832 landed after the split). The stack's migration moved from0024to0026_strong_the_orderbecausedevtook 0024 and 0025; the SQL was regenerated with drizzle-kit from the merged schema and is byte-for-byte the original, and the schema snapshot test was refreshed. Codecov uploads now run only fromsleepypod/coreso the review mirror's CI cannot poison the patch status.Test plan
tsc --noEmitclean at this sliceeslinton the changed TS/TSX files cleanvitest rungreen at this slice (389 files, 6,236 tests) (the only failure under full-suite load was the pre-existing, unrelatedscripts/tests/diagnosticCli.test.tstiming test, which passes in isolation)🤖 Generated with Claude Code
🛏️ Beam this PR onto a sleepypod ✨
Pick the snippet that matches your pod. Already-installed pods can't use the curl bootstraps below — sleepypod's egress firewall DROPs github.com, and the script that knows how to unblock WAN is the very file curl is trying to fetch. Use
sp-updateinstead; it's on disk and opens WAN as its first step.🔄 Already on a sleepypod (most common — review a PR on a running pod):
🚀 Fresh pod / first install — bootstraps from GitHub, rebuilds every push:
curl -fsSL https://raw.githubusercontent.com/sleepypod/core/feat/bio-cal-1-foundation/scripts/install \ | sudo bash -s -- --branch feat/bio-cal-1-foundation🎯 Pin to this exact build (run 38518366373 ·
f170f13) — fresh-pod path, locked to one CI artifact for reproducible review:🧊 Artifact:
sleepypod-core· self-destructs in 30 days 💥