Concept demo · HealthLiteracyCopilot vision · People, plans and numbers are illustrative · Not medical advice← Back to the concept
HealthLiteracyCopilot sample artifact · Interactive breathing coach (visual + voice + haptic) · Audience: “Mae, 66” — COPD, gets short of breath and anxious on stairs ✦ AI-assisted · Clinical review required · Provenance label (illustrative) © HealthcareGPS Inc - Copyright 2026
A concept of how HealthLiteracyCopilot would build this from a pulmonary education handout. One script powers the animation, captions, voice, and vibration so all formats say the same thing.
Sample Health Plan · Lung Health

Breathe easy.

Pursed-lip breathing slows your breath and helps you feel less short of breath. Follow the circle. In through your nose. Out slowly, like blowing out a candle.

Breathing pacer

Ready when you are Sit down. Relax your shoulders. Press Start.

Session: 2:00

Your settings

How long?
Lips pursed, like blowing out a candle

Purse your lips like you’re about to whistle or blow out a candle. Breathe out twice as long as you breathe in. Don’t force the air out.

How do you feel now?

One tap. This helps you see what works for you.

⚠ When to get help

This exercise helps, but it doesn’t replace your medicine or your COPD action plan. Use your rescue inhaler as your care team told you.

Call 911 if you:

Breathing harder than usual for a day or more? Call your care team or the Sample Health Plan nurse line: (555) 010-0155, any time.

Why this works
Evidence basisPursed-lip breathing is a standard part of COPD self-management education taught by pulmonary rehabilitation programs and lung health organizations; it slows the breathing rate and helps people manage breathlessness during activity. Paced visual and audio cues make the technique easier to follow. Simple self-reports (“easier / same / harder”) support self-monitoring.
BCTs4.1 Instruction on how to perform the behavior · 6.1 Demonstration of the behavior · 8.1 Behavioral practice/rehearsal · 2.3 Self-monitoring of behavior · 2.7 Feedback on outcomes of behavior · 11.2 Reduce negative emotions.
COM-B targetCapability (physical + psychological): doing the technique correctly. Motivation (automatic): calming anxiety. Opportunity: always on the phone, works offline.
AccessibilitySame script drives animation, captions, voice, and vibration. Calm mode replaces motion with text + a bar (on automatically if your device asks for reduced motion). No flashing. Large controls. Works with keyboard and screen readers (phase changes announced, not every count).
Persona“Mae, 66” — COPD, panics when breathless on stairs, hard to read small text when anxious. Simulated persona testing (not patients) moved the safety box above the fold on mobile and replaced “exhale” with “breathe out.”
How HealthLiteracyCopilot would make itFrom a pulmonary handout, HealthLiteracyCopilot would extract the technique (ratio, cues, safety signs), generate a single timed script, render it as an interactive coach plus audio and print versions, and check it against locked clinical facts and the plan’s COPD action plan.
What a pilot would measureSessions started/completed, “easier” check-in rate, nurse-line calls after “harder,” COPD-related ED visits and readmissions (measured by the organization in its own systems), CAT score change in care-management programs. Measures a pilot would track, not results or promised effects.