Health, Biomarkers & Longevity

From checkups to health projects

Yearly checkups and one‑off labs tell you what a number was, not why it moved or whether your changes worked. Turn scattered data into 3–12 month health projects with clear goals, signals, and reviews.

Why it matters

  • See change over time, not isolated results.
  • Tie interventions (food, sleep, training, meds) to outcomes.
  • Make reviews faster—and more useful—with focused snapshots.

Connecting biomarkers, wearables, and daily life

Your best insights come from linking objective markers and lived context.

What connects
  • Wearables: HRV, RHR, sleep stages, activity load, temperature trends.
  • Daily life: meals, stress, cycle phase, travel, meds, symptoms, environment.

How Context helps

  • One Timeline for everything.
  • Annotations to add the “why” (notes, events, routines).
  • Trends comparisons for interventions and seasons.

Metabolic health in context (CGM + sleep + stress)

Metabolic clarity comes from the pattern, not a single spike.

Playbook
  • Connect CGM 
  • Overlay sleep and HRV to see recovery and circadian effects.
  • Annotate stress & activity (workouts, late meals, alcohol).
  • Compare windows (weekday vs weekend; travel vs baseline).
What you’ll learn
  • Your personal triggers (timing, composition, late meals).
  • How sleep debt and stress change your response.
  • Which small changes drive the biggest improvements.

Designing long‑term longevity projects

Longevity is a long arc of nudges, not a single hack.

Set up a 6–12 month project
  • Goal & guardrails: e.g., improve VO₂ proxy, maintain lean mass, stabilize A1c.
  • Signals to track: resting HR, HRV, step floors, protein/fiber, labs per quarter.
  • Rhythms & reviews: weekly check‑ins, monthly snapshots, quarterly labs.
  • Course‑correct: adjust stacks based on trends, not vibes.
Patterns to watch
  • Recovery headroom vs training load
  • Sleep regularity vs next‑day cognition
  • Seasonal shifts (light, travel) and how to buffer them

Working with professionals

Make appointments about decisions, not data wrangling.

Clinician Snapshot
  • A 90‑day, time‑bound link with trends and key notes.
  • Redactions for sensitive details; show only what’s relevant.
  • Expires automatically (revocable anytime).
Shared Awareness
  • Give coaches or dietitians a scoped view for weekly reviews.
  • Partners/family can see high‑level energy/sleep without over‑sharing.

Templates & experiments 

Start fast with opinionated defaults, modify as you learn.

Templates 
  • Health Project Canvas: goals, signals, levers, review cadence.
  • Healthspan Dashboard: HRV, sleep regularity, activity floors, key labs.
Experiments
  • Meal timing (10–14 days): move dinner earlier, track glucose & sleep.
  • Strength focus (4–6 weeks): protein minimums + recovery rituals.
  • Stress buffering (2 weeks): evening light limits + wind‑down checklist.

Outputs
  • Then‑vs‑Now charts, annotated timelines, shareable summaries.

FAQ

Is Context a medical device?
No. It organizes and visualizes data; it doesn’t diagnose or treat.

Can I import historical labs?
Yes, upload PDFs or connect supported sources.

Do I need a CGM or multiple wearables?
No. Start with what you have; you can add more over time.

What if my clinician uses a different portal?
You can share a time‑boxed, redacted Snapshot link—no account needed for viewers.

Can I keep data private while working with a coach?
Yes. Share only scoped views; revoke or edit access anytime.