Step 1
Orient the scope.
Start on the public overview. It tells you which layer you are looking at and what kind of claim it is allowed to carry.
Open overviewViews
Open the live layers without flattening the system.
This page goes straight to the dashboards already materialized in the repo. The landing is the entry point; these are the analytical surfaces underneath it.
Reading path
The cleanest way to navigate the project is sequential.
Orient the scope first, read the validation boundary second, and only then open the live layer that matches the question you are asking.
Step 2
Check validation and evidence.
Before opening a dashboard, read the validation and evidence pages so signal, transport, and limitations stay explicit.
Open validationStep 3
Drop into the live layer.
Only then go to the analytical dashboard that matches the layer you need: night, event, daily, or non-stress.
Open layer indexSurface index
Each layer should be reachable in one move.
The index below keeps the analytical surfaces legible before you drop into the full dashboard view.
Night Layer
12 visible units
4 accepted
7 experimental
1 support
Open layer
Event Layer
6 visible units
3 accepted
2 experimental
1 support
Open layer
Daily Challenge Layer
8 visible units
2 accepted
4 experimental
2 support
Open layer
Non-Stress Daily Layer
11 visible units
6 accepted
4 experimental
1 support
Open layer
Non-Stress Portable Families
3 visible units
0 accepted
1 experimental
2 support
Open layer
Dashboards
Open the deeper analytical surfaces.
These cards preserve each layer’s own status, best visible signal, and route to the underlying dashboard.
night
Night Layer
4 accepted
7 experimental
accepted
Nightly routes are the core operational layer. They carry held-out signal, interval calibration, governance, and deployment status.
Best visible signal
Novartis D0 fatigue contextual interpretation
| heldout_r2 | 0.4350 |
| heldout_mae | 1.7972 |
| heldout_rmse | 2.2791 |
| coverage_pct | 80.2118 |
| interval_width | 5.1123 |
| transport_r2 | -0.1106 |
event
Event Layer
3 accepted
2 experimental
accepted
Event models remain separate from nightly interpretation. They are portable for acute physiological stress, not for next-day sleep claims.
Best visible signal
Portable family stress event
| mae | 0.6775 |
| rmse | 0.8182 |
| r2 | 0.3164 |
daily
Daily Challenge Layer
2 accepted
4 experimental
accepted_challenge
Daily challenge cohorts show where temporal memory helps within cohort, even when transport still fails across cohorts.
Best visible signal
Boston anxiety D0 temporal
| mae | 1.3178 |
| rmse | 1.6673 |
| r2 | 0.1685 |
| rows | 20112 |
| participants | 925 |
| feature_count | 91 |
| best_model | extra_trees |
nonstress_daily
Non-Stress Daily Layer
6 accepted
4 experimental
accepted_challenge
This layer keeps anxiety, depression, and somatic support visible without overstating clinical portability.
Best visible signal
Novartis depression D0 temporal
| mae | 1.2722 |
| rmse | 1.6985 |
| r2 | 0.3454 |
| rows | 4818 |
| participants | 196 |
| feature_count | 292 |
| best_model | hist_gbm |
nonstress_family
Non-Stress Portable Families
0 accepted
1 experimental
experimental
Portable non-stress families remain research references. Anxiety is closest to usable; depression and somatic burden are still below transport readiness.
Best visible signal
Anxiety
| portable_mean_r2 | 0.0202 |
| route_replay_r2 | -0.0466 |
| coverage_pct | 79.8680 |
| rows | 303 |
| participants | 103 |
| feature_count | 10 |
Direct access
Fast entry to each live dashboard.
Use these cards when the layer is already clear and you want to move straight into the analytical surface.
Live layer
Night Layer
Open the dedicated dashboard for this layer without passing through the broader public narrative.
Open dashboardLive layer
Event Layer
Open the dedicated dashboard for this layer without passing through the broader public narrative.
Open dashboardLive layer
Daily Challenge Layer
Open the dedicated dashboard for this layer without passing through the broader public narrative.
Open dashboardLive layer
Non-Stress Daily Layer
Open the dedicated dashboard for this layer without passing through the broader public narrative.
Open dashboardLive layer
Non-Stress Family Layer
Open the dedicated dashboard for this layer without passing through the broader public narrative.
Open dashboardParticipant-facing access
The same engine now exposes a participant research-return surface.
This is not a separate consumer product. It is a weekly longitudinal rendering layer built on top of approved nightly stress routes and the same structured report engine used elsewhere in the stack.
Participant-facing materials
- Layer indexOpen the participant-facing directory
- BlueprintOpen the layer specification
- Eligibility auditOpen the route-card audit
- Audience contractsOpen the output contracts
- Primary route sampleOpen the LifeSnaps weekly report
- Secondary route sampleOpen the PMData weekly report
- Professional companionOpen the companion summary
- PDF handoffBoth participant and professional surfaces are exportable as clean PDFs.
- Print-ready handoffA second export path now prepares both surfaces for paper-style review and sharing.
Why it matters
- Same core engineThe surface reuses route scoring, baseline logic, caveats, and provenance rather than inventing a separate app layer.
- Longitudinal onlyThe current form is weekly, not reactive to a single night.
- Governed scopeOnly participant-facing approved routes can be rendered in this format.
Institutional materials
- Institutional entryOpen the one-pager surface
- Hospital / university / wearablePartner-specific one-pagers are prepared for first outreach.
- Technical data requirementsOpen the data pack
- Variable shortlistOpen the field-level shortlist
- Pilot protocolOpen the pilot protocol
- Target shortlistOpen the target list
- Data intake + governanceOpen the intake checklist
- Print versionOpen print / PDF-ready page
What changed today
- IntroButterfly now uses separated wing pieces and sculptural depth animation.
- Institution-facing layerOne-pagers, technical data requirements, a field-level variable shortlist, a pilot protocol, an intake checklist, outreach templates, and a target shortlist are now live.
- Participant-facing layerA weekly research-return report now exists on top of approved nightly stress routes.
- Portable-family contract`stress_d1` now runs on a governed blend contract; `stress_d0` was re-probed and left unchanged because the blend added no material gain.
- Public surfaceCross-page links and narrative now reflect the research stack, the institutional pack, and the new nightly portable-family blend support.