Skip to main content

​
Architecture

​
Native-module philosophy

getbased has no app bundler: the browser loads native ES modules (<script type="module">) directly. The shipped JS remains human-readable as files, and most UI work is still edit → reload. That does not mean the repo has no tooling. The current repository uses npm for tests, type checks, Playwright, Vercel helpers, and a deploy-time catalog fetch. The practical development workflow is:
  1. Edit a file
  2. Reload the browser for quick local feedback
  3. Run the relevant checks before committing
Common commands: 
npm run dev-server
npm test
npm run typecheck
npm run typecheck:checkjs
npm run quality
npm run test:playwright
Vercel also runs node scripts/fetch-catalog.mjs before deployment. Treat the project as zero-bundler, not as a tooling-free repository.

​
File layout

index.html          — HTML structure only; script/CSS includes; SEO meta tags
styles.css          — Core CSS: tokens, base resets, shared components, responsive/touch rules
css/app-shell.css   — App chrome: header, sidebar navigation, footer, mobile shell, profile and sync controls
css/*.css           — Split shared/feature CSS for import/upload flow, EMF assessment, dashboard shell/widgets, category views, modal shell/utilities, context/profile cards, and high-churn surfaces such as settings, mobile dashboard, menstrual cycle, marker detail modal, client list, chat panel, wearables, Light/Sun, and redesign catch-up
api/share.js        — Vercel function for encrypted profile share envelope storage
api/proxy.js        — same-origin proxy for wearable runtime config, CAMS/light data, and allowed API helpers
api/commit.js       — current deployed commit/version helper
manifest.json       — PWA manifest (installable as a native app)
service-worker.js   — PWA cache strategies, API bypass rules
data/
  demo-female.json  — Female demo profile (Sarah)
  demo-male.json    — Male demo profile (Alex)

tests/
  test-*.js         — Vitest-wrapped helper fixtures and browser-script fixtures
  playwright/       — Playwright browser specs and browser-script runner
  verify-modules.js — Module integrity assertions

js/
  main.js           — Thin module entry point
  app-feature-modules.js — Startup-loaded feature group coordinator/window exports
  app-foundation-modules.js — Startup-loaded foundation/privacy side-effect imports
  app-health-data-modules.js — Startup-loaded Health & Data feature side-effect imports
  app-light-sun-modules.js — Startup-loaded Light & Sun feature side-effect imports
  app-data-io-modules.js — Startup-loaded import/export feature side-effect imports
  app-ai-interaction-modules.js — Startup-loaded AI/chat/settings feature side-effect imports
  app-ui-shell-modules.js — Startup-loaded UI shell feature side-effect imports
  app-event-listeners.js — App-wide modal, keyboard, shortcut, and refresh wiring
  startup-orchestrator.js — Startup global wiring and phase ordering
  startup-foundation.js — Encryption, meteo cache, broadcast, and folder backup bootstrap
  startup-profile.js — Profile migration, active-profile load, and display-state bootstrap
  startup-oauth-callbacks.js — Wearable/OpenRouter callback routing during startup
  startup-maintenance.js — Wearable startup services and post-profile maintenance jobs
  startup-ui.js    — First-render UI bootstrap after profile/OAuth startup
  emf-facade.js    — Lazy window facade for the EMF assessment module
  schema.js         — MARKER_SCHEMA, UNIT_CONVERSIONS, OPTIMAL_RANGES, PHASE_RANGES
  constants.js      — Option arrays, CHAT_PERSONALITIES, fake data, COUNTRY_LATITUDES
  state.js          — Single shared mutable state object
  utils.js          — escapeHTML, hashString, getStatus, formatValue, showNotification, linearRegression
  theme.js          — Theme get/set/toggle, getChartColors, time format helpers
  api.js            — AI provider routing, OpenRouter, PPQ, Routstr, Venice, Local AI, Custom API, private modes, model management
  api-transport.js  — shared AI API fetch retry/timeouts and streaming read stall guard
  profile.js        — Profile CRUD, sex/DOB/location, migrateProfileData, profile dropdown
  data.js           — getActiveData() pipeline, unit conversion, date range, saveImportedData
  pii.js            — PII obfuscation: local AI (OpenAI-compatible) + regex fallback, diff viewer
  charts.js         — Chart.js plugins (5), createLineChart, destroyAllCharts
  notes.js          — Note editor: open/save/delete
  supplements.js    — Supplement editor and rendering
  wearables.js      — Wearable dashboard strip, source picker, inline manual log forms, window facade
  wearables-detail-modal.js — Wearable metric detail modal, chart, manual entries, focus trap
  wearables-formatters.js / wearables-manual-form-ui.js — Shared wearable UI helpers
  cycle.js          — Menstrual cycle helpers, editor, dashboard rendering
  context-cards.js  — context card dashboard facade, health dots, AI tips, lens/KB CTAs
  context-card-summaries.js — card definitions, filled-state helpers, summaries
  context-card-editor-ui.js — shared context editor modal and field controls
  context-card-medical-history-editor.js — Medical History editor, conditions, and family history
  context-card-lifestyle-editors.js — lifestyle context editors, goals, lens, and diet contaminant modal
  pdf-import.js     — PDF/image/text import pipeline, AI analysis, confirm/save merge
  pdf-import-preflight.js / pdf-import-progress.js — import preflight prompts and progress/status UI
  pdf-import-marker-normalization.js — shared AI marker sanitization, adapter normalization, specialty guards
  pdf-import-persistence.js — imported-data snapshot, rollback, refresh, remove, and rename save flows
  pdf-import-review.js — import review modal rendering, row filtering/mapping UI state
  import-file-input.js — lazy file-picker import binding and import routing
  import-drop-zone.js — lazy import drop-zone binding shared by page shells
  export.js         — JSON export/import (single, per-client, database bundle), PDF report, clearAllData
  profile-share.js  — Password-protected single-profile share links, active link management, deep-link import
  chat.js           — Chat public barrel and entry point
  chat-window-bindings.js — Chat callback wiring and legacy window exports
  chat-marker-prompts.js — Per-marker and selected-correlation AI prompt builders
  chat-continuation.js — Response limit detection and automatic continuation
  chat-discussion.js — Multi-persona discussion public barrel
  chat-discussion-flow.js — Multi-persona discussion public user-action handlers
  chat-discussion-callbacks.js — Multi-persona discussion callback bridge
  chat-discussion-lifecycle.js — Multi-persona discussion cleanup and completion helpers
  chat-discussion-turns.js — Multi-persona discussion turn execution helpers
  chat-discussion-round-runner.js — Multi-persona discussion round execution loop
  chat-discussion-round-prompts.js — Multi-persona discussion prompt helpers
  chat-discussion-round-request.js — Multi-persona discussion API request helpers
  chat-discussion-round-state.js — Multi-persona discussion round persistence helpers
  chat-discussion-round-view.js — Multi-persona discussion live message DOM helpers
  chat-discussion-state.js — Multi-persona discussion persona/thread state helpers
  chat-discussion-picker.js — Multi-persona discussion persona picker controls
  chat-discussion-ui.js — Multi-persona discussion button and continuation controls
  chat-empty-state.js — Empty chat and onboarding message renderer
  chat-nudge.js      — Chat FAB nudge badge and dismissal state
  chat-threads.js    — Chat thread index CRUD and rail rendering
  chat-thread-search.js — Thread rail message search and match highlighting
  client-list.js    — Client List modal: search/sort/filter profiles, inline CRUD, archive/flag/pin
  recommendations.js — Supplement & lifestyle recommendations, lazy catalog, 3 touchpoints
  cashu-wallet.js   — In-app Cashu eCash wallet: BIP-39 seed, IndexedDB proofs, Lightning fund/withdraw
  nostr-discovery.js — Nostr relay queries for Routstr nodes (Kind 38421), health checks, caching
  settings.js       — Settings modal shell: profile, display, AI providers, privacy, security
  settings-sync-panel.js — Settings Data/Agent panels: cross-device sync setup, mnemonic/relay UI, Agent Access token UI
  feedback.js       — Feedback modal (bug reports, feature requests)
  tour.js           — Guided tour spotlight engine (app tour + cycle tour)
  nav.js            — Sidebar, date range filter, chart layers dropdown
  views-router.js   — route validation, last-view persistence, scroll-anchor navigation
  dashboard-view-composition.js — dashboard route/widget/control wiring
  dashboard-page-view.js — dashboard route shell, empty-state onboarding, widget page composition
  lens-pages.js     — Labs, Genome, Body, Insight, and Recommendations page renderers
  lens-page-shell.js — shared lens header, widget chrome, ordering, dashboard toggles
  dashboard-widgets.js — dashboard widget registry, defaults, widget prefs
  dashboard-widget-controls.js — widget picker, layout actions, drag/reorder controls
  dashboard-widget-renderers.js — dashboard widget body renderers and recommendation helpers
  recommendation-actions.js — recommendation modal/chat/save/dismiss handlers
  category-page-view.js — category route shell, view switching, card-order preservation
  category-view-renderers.js — category chart cards, table/heatmap shells, fatty-acid renderers
  category-customization.js — category/marker rename helpers and category icon picker
  light-page-view.js — Light & Sun page shell, Light Today strip, dashboard Light pills
  light-channel-view.js — Light channel pill rows, detail panels, citations, suggestions
  sun-body-silhouette.js — anatomical sun-session body picker, region-map hit testing, selection overlay
  light-device-session-modal.js — log/start light therapy device session modal
  light-tool-camera.js — shared camera lock, row-banding, aiming guide, and lux calibration helpers
  light-tool-camera-modals.js — camera-backed Light tool modal flows injected from light-tools.js
  views.js          — route wiring and compatibility exports
  crypto.js         — AES-256-GCM encryption, cross-tab sync (BroadcastChannel)
  backup.js          — IndexedDB auto-backup, folder backup (File System Access API), backup restore
  lab-context.js     — buildLabContext() central AI context serializer (extracted from chat.js)
  markdown.js        — renderMarkdown() block-aware parser (extracted from chat.js)
  provider-panels.js — AI provider settings behavior: selection, validation, model dropdown refresh, balances
  provider-panel-renderers.js — Settings → AI provider panel markup for OpenRouter, Routstr, Venice, PPQ, Custom, and Local AI

​
Entry point

index.html
  └── <script type="module" src="js/main.js">
        └── imports all other modules (directly or transitively)
main.js imports startup-loaded feature modules from app-feature-modules.js and starts startup-orchestrator.js. Foundation/privacy imports are grouped behind app-foundation-modules.js; Health & Data startup feature imports are grouped behind app-health-data-modules.js; Light & Sun startup feature imports are grouped behind app-light-sun-modules.js; import/export startup feature imports are grouped behind app-data-io-modules.js; AI/chat/settings startup feature imports are grouped behind app-ai-interaction-modules.js; UI shell startup feature imports are grouped behind app-ui-shell-modules.js. The orchestrator installs startup globals, the lazy EMF facade, app-wide event listeners, and the refresh callback, then registers the DOMContentLoaded sequence. Encryption unlock, meteo cache hydration, cross-tab broadcast, and folder backup setup are delegated to startup-foundation.js; profile migration, cache warmup, and active-profile data loading are delegated to startup-profile.js; wearable/OpenRouter callback routing lives in startup-oauth-callbacks.js; wearable runtime config/scheduler boot and non-blocking post-profile maintenance live in startup-maintenance.js; initial theme/sidebar/navigation/sync/changelog/header/chat/file-input UI bootstrap lives in startup-ui.js. The sidebar has three conceptual groups:
  • Home: dashboard, the customizable cross-lens overview.
  • Lenses: labs, genome, body, light, insight, and recommendations. views-router.js validates and dispatches these routes. Dashboard route/widget wiring is composed in dashboard-view-composition.js, with the dashboard shell rendered through dashboard-page-view.js; lab category routes render through category-page-view.js; Labs, Genome, Body, Insight, and Recommendations pages are rendered through lens-pages.js; shared lens page chrome and ordering live in lens-page-shell.js; the Light page shell lives in light-page-view.js, while channel pills and drill-down panels live in light-channel-view.js.
  • Tools: focused utilities such as compare dates, correlations, knowledge base, custom markers, and EMF assessment entry points.
The dashboard is not a replacement for lens pages. It is a user-composed overview made from lens/tool widgets. Default widgets are ordered for a new user as: Biological Coherence, Current Focus, Current Priority, Quick Markers, Key Trends, Recommended Next Steps, Profile Context, Biometrics Overview, Biological Age, Metabolic Flexibility, and Cycle when available. Users can reorder, hide, reset, clear, and add widgets. Lens pages expose Add/Remove Dashboard toggles for widgets that can appear in the overview. Recommendations have both a dashboard widget and a dedicated recommendations route. The page aggregates data-linked recommendation candidates from Labs, Body, Light, and Genome signals, while product option rendering and affiliate disclosure remain owned by recommendations.js.

​
6-layer dependency graph

Modules in a higher layer may import from lower layers. Modules in the same layer must not import from each other — cross-layer calls within the same layer use window.fn() to avoid circular dependencies. 
┌─────────────────────────────────────────────────────────────────────┐
│  L1 — Foundation                                                    │
│  schema.js   constants.js   state.js   utils.js                    │
└────────────────────────────────┬────────────────────────────────────┘
                                 │
                                 ▼
┌─────────────────────────────────────────────────────────────────────┐
│  L2 — Core Services                                                 │
│  theme.js   api.js                                                  │
└────────────────────────────────┬────────────────────────────────────┘
                                 │
                                 ▼
┌─────────────────────────────────────────────────────────────────────┐
│  L3 — Data & Profile                                                │
│  profile.js   data.js   pii.js                                     │
└────────────────────────────────┬────────────────────────────────────┘
                                 │
                                 ▼
┌─────────────────────────────────────────────────────────────────────┐
│  L4 — Domain Modules                                                │
│  charts.js   notes.js   supplements.js   cycle.js   context-cards.js│
└────────────────────────────────┬────────────────────────────────────┘
                                 │
                                 ▼
┌─────────────────────────────────────────────────────────────────────┐
│  L5 — Feature Modules                                               │
│  pdf-import.js  export.js  profile-share.js  chat.js  settings.js    │
│  feedback.js    nav.js                                              │
└────────────────────────────────┬────────────────────────────────────┘
                                 │
                                 ▼
┌─────────────────────────────────────────────────────────────────────┐
│  L6 — Orchestration                                                 │
│  dashboard-widgets.js  dashboard-widget-controls.js                 │
│  dashboard-widget-renderers.js  lens-page-shell.js                    │
│  dashboard-page-view.js  category-page-view.js  light-page-view.js      │
│  views.js  main.js  tour.js                                             │
│  changelog.js                                                       │
└─────────────────────────────────────────────────────────────────────┘

​
Circular dependency avoidance

The main tension is between views.js (the compatibility/router facade) and modules like data.js and charts.js (which view modules depend on but which also need to trigger re-renders). Two mechanisms break cycles: registerRefreshCallback(fn) in data.js — app-event-listeners.js registers the refresh function at startup, so data.js can trigger re-renders without importing views.js: 
// app-event-listeners.js
import { state } from './state.js';
import { registerRefreshCallback } from './data.js';
import { buildSidebar } from './nav.js';

registerRefreshCallback(() => {
  buildSidebar();
  window.navigate(state.currentView || 'dashboard');
});
window.fn() calls — functions exposed via Object.assign(window, {...}) are callable from any module without creating an import edge: 
// cycle.js can call views.js functions without importing views.js
window.showDashboard();

​
External dependencies

Bundled locally under vendor/:
LibraryVersionPurpose
Chart.js4.4.7Line charts, bar charts
pdf.js4.10.38 (legacy ESM)PDF text extraction; loaded lazily via js/pdfjs-loader.js with isEvalSupported: false pinned for defense-in-depth
Inter, Outfit, JetBrains Mono, VT323latestGoogle Fonts (body, headings, data, Neuromancer display accents)
AI providers (OpenRouter, Routstr, PPQ, Venice, Local AI) are called directly from the browser for normal chat/import flows. Same-origin API helpers under api/ cover hosted infrastructure such as OAuth/runtime proxying and encrypted profile share envelope storage, but they must not receive AI prompts or plaintext profile data unless explicitly documented for a new feature.