shiny-health

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Generate cross-platform health data queries, write health data, and observe real-time health changes using Shiny Health for Apple HealthKit and Android Health Connect

shinyorg By shinyorg schedule Updated 6/6/2026
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name: shiny-health description: Generate cross-platform health data queries, write health data, and observe real-time health changes using Shiny Health for Apple HealthKit and Android Health Connect auto_invoke: true triggers:

  • "health data"
  • "health kit"
  • "healthkit"
  • "health connect"
  • "step count"
  • "heart rate"
  • "calories"
  • "distance"
  • "weight"
  • "height"
  • "body fat"
  • "blood pressure"
  • "oxygen saturation"
  • "sleep duration"
  • "hydration"
  • "resting heart rate"
  • "health metrics"
  • "health permissions"
  • "IHealthService"
  • "DataType"
  • "NumericHealthResult"
  • "BloodPressureResult"
  • "HealthResult"
  • "GetStepCounts"
  • "GetCalories"
  • "GetDistances"
  • "GetAverageHeartRate"
  • "GetWeight"
  • "GetHeight"
  • "GetBodyFatPercentage"
  • "GetRestingHeartRate"
  • "GetBloodPressure"
  • "GetOxygenSaturation"
  • "GetSleepDuration"
  • "GetHydration"
  • "RequestPermissions"
  • "PermissionType"
  • "write health"
  • "write steps"
  • "write weight"
  • "write calories"
  • "log health"
  • "save health"
  • "record health"
  • "Observe"
  • "observe health"
  • "monitor health"
  • "watch health"
  • "real-time health"
  • "health changes"
  • "AddHealthIntegration"
  • "Shiny.Health"

Shiny Health Skill

Triggers

  • health data
  • health kit
  • healthkit
  • health connect
  • step count
  • heart rate
  • calories
  • distance
  • weight
  • height
  • body fat
  • blood pressure
  • oxygen saturation
  • sleep duration
  • hydration
  • resting heart rate
  • health metrics
  • health permissions
  • IHealthService
  • DataType
  • NumericHealthResult
  • BloodPressureResult
  • HealthResult
  • GetStepCounts
  • GetCalories
  • GetDistances
  • GetAverageHeartRate
  • GetWeight
  • GetHeight
  • GetBodyFatPercentage
  • GetRestingHeartRate
  • GetBloodPressure
  • GetOxygenSaturation
  • GetSleepDuration
  • GetHydration
  • RequestPermissions
  • PermissionType
  • write health
  • write steps
  • write weight
  • write calories
  • log health
  • save health
  • record health
  • Observe
  • observe health
  • monitor health
  • watch health
  • real-time health
  • health changes
  • AddHealthIntegration
  • Shiny.Health

You are an expert in Shiny Health, a .NET MAUI library that provides a unified API for reading and writing health data from Apple HealthKit (iOS) and Android Health Connect.

When to Use This Skill

Invoke this skill when the user wants to:

  • Query health metrics (steps, heart rate, calories, distance, weight, height, body fat, blood pressure, oxygen saturation, sleep, hydration)
  • Write/log health data (steps, weight, hydration, blood pressure, etc.)
  • Observe real-time health data changes (e.g., monitor step counts or heart rate as they are recorded)
  • Set up health data access in a .NET MAUI application
  • Request health data permissions (read and/or write) on iOS or Android
  • Work with time-bucketed health data aggregations
  • Understand which health metrics are available cross-platform
  • Configure iOS HealthKit entitlements or Android Health Connect permissions

Library Overview

GitHub: https://github.com/shinyorg/health NuGet: Shiny.Health Namespace: Shiny.Health

Shiny Health provides:

  • A single IHealthService interface that works on both iOS and Android
  • Read and write support for all 12 cross-platform health metrics
  • Real-time observation of health data changes via IAsyncEnumerable<HealthResult>
  • Time-bucketed aggregate queries at minute, hour, or day intervals
  • Permission management with read/write granularity via PermissionType
  • AOT-compatible implementation (no .NET reflection)

Setup

1. Install NuGet Package

dotnet add package Shiny.Health

2. Configure in MauiProgram.cs

public static MauiApp CreateMauiApp()
{
    var builder = MauiApp
        .CreateBuilder()
        .UseMauiApp<App>()
        .UseShiny();

    builder.Services.AddHealthIntegration();
    return builder.Build();
}

3. iOS Setup

Your app requires a provisioning profile with HealthKit capabilities enabled.

Info.plist:

<key>UIRequiredDeviceCapabilities</key>
<array>
    <string>healthkit</string>
</array>
<key>NSHealthUpdateUsageDescription</key>
<string>We need access to update your health data</string>
<key>NSHealthShareUsageDescription</key>
<string>We need access to read your health data</string>

Entitlements.plist:

<key>com.apple.developer.healthkit</key>
<true />
<key>com.apple.developer.healthkit.background-delivery</key>
<true />

4. Android Setup (Health Connect)

Android uses Health Connect (the replacement for the deprecated Google Fit API). Health Connect requires Android 9 (API 28) or higher.

AndroidManifest.xml:

<!-- Declare which health data your app reads -->
<uses-permission android:name="android.permission.health.READ_STEPS" />
<uses-permission android:name="android.permission.health.READ_HEART_RATE" />
<uses-permission android:name="android.permission.health.READ_TOTAL_ENERGY_BURNED" />
<uses-permission android:name="android.permission.health.READ_DISTANCE" />
<uses-permission android:name="android.permission.health.READ_WEIGHT" />
<uses-permission android:name="android.permission.health.READ_HEIGHT" />
<uses-permission android:name="android.permission.health.READ_BODY_FAT" />
<uses-permission android:name="android.permission.health.READ_RESTING_HEART_RATE" />
<uses-permission android:name="android.permission.health.READ_BLOOD_PRESSURE" />
<uses-permission android:name="android.permission.health.READ_OXYGEN_SATURATION" />
<uses-permission android:name="android.permission.health.READ_SLEEP" />
<uses-permission android:name="android.permission.health.READ_HYDRATION" />
<uses-permission android:name="android.permission.ACTIVITY_RECOGNITION" />

<!-- Optional: declare which health data your app writes (only include the types you need) -->
<uses-permission android:name="android.permission.health.WRITE_STEPS" />
<uses-permission android:name="android.permission.health.WRITE_HEART_RATE" />
<uses-permission android:name="android.permission.health.WRITE_TOTAL_ENERGY_BURNED" />
<uses-permission android:name="android.permission.health.WRITE_DISTANCE" />
<uses-permission android:name="android.permission.health.WRITE_WEIGHT" />
<uses-permission android:name="android.permission.health.WRITE_HEIGHT" />
<uses-permission android:name="android.permission.health.WRITE_BODY_FAT" />
<uses-permission android:name="android.permission.health.WRITE_RESTING_HEART_RATE" />
<uses-permission android:name="android.permission.health.WRITE_BLOOD_PRESSURE" />
<uses-permission android:name="android.permission.health.WRITE_OXYGEN_SATURATION" />
<uses-permission android:name="android.permission.health.WRITE_SLEEP" />
<uses-permission android:name="android.permission.health.WRITE_HYDRATION" />

<!-- Allow your app to discover Health Connect -->
<queries>
    <package android:name="com.google.android.apps.healthdata" />
</queries>

Requirements:

  • The Health Connect app must be installed on the device
  • Minimum SDK version must be set to 28 (Android 9)

API Reference

Core Types

// Permission type for read/write access
[Flags]
public enum PermissionType
{
    Read = 1,
    Write = 2,
    ReadWrite = Read | Write
}

// Time interval for bucketed queries
public enum Interval { Minutes, Hours, Days }

// Available health data types
public enum DataType
{
    StepCount, HeartRate, Calories, Distance,
    Weight, Height, BodyFatPercentage, RestingHeartRate,
    BloodPressure, OxygenSaturation, SleepDuration, Hydration
}

// Result for single-value metrics
public record NumericHealthResult(
    DataType DataType,
    DateTimeOffset Start,
    DateTimeOffset End,
    double Value
) : HealthResult(DataType, Start, End);

// Result for blood pressure (dual-value)
public record BloodPressureResult(
    DateTimeOffset Start,
    DateTimeOffset End,
    double Systolic,
    double Diastolic
) : HealthResult(DataType.BloodPressure, Start, End);

IHealthService Interface

public interface IHealthService
{
    // Observe real-time health data changes (forward-only, yields new samples as recorded)
    // iOS: push-based HKAnchoredObjectQuery; Android: polls Health Connect change tokens
    IAsyncEnumerable<HealthResult> Observe(DataType dataType, TimeSpan? pollingInterval = null, CancellationToken cancelToken = default);

    // Request read permissions (backward compatible)
    Task<IEnumerable<(DataType Type, bool Success)>> RequestPermissions(params DataType[] dataTypes);
    // Request read, write, or both permissions (uniform for all types)
    Task<IEnumerable<(DataType Type, bool Success)>> RequestPermissions(PermissionType permissionType, params DataType[] dataTypes);
    // Request per-metric read/write permissions in a single call
    Task<IEnumerable<(DataType Type, bool Success)>> RequestPermissions(params (PermissionType Permission, DataType Type)[] permissions);

    // Write health data
    Task Write(NumericHealthResult result, CancellationToken cancelToken = default);
    Task Write(BloodPressureResult result, CancellationToken cancelToken = default);

    // Activity metrics
    Task<IList<NumericHealthResult>> GetStepCounts(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
    Task<IList<NumericHealthResult>> GetAverageHeartRate(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
    Task<IList<NumericHealthResult>> GetCalories(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
    Task<IList<NumericHealthResult>> GetDistances(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);

    // Body metrics
    Task<IList<NumericHealthResult>> GetWeight(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
    Task<IList<NumericHealthResult>> GetHeight(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
    Task<IList<NumericHealthResult>> GetBodyFatPercentage(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
    Task<IList<NumericHealthResult>> GetRestingHeartRate(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);

    // Vitals
    Task<IList<BloodPressureResult>> GetBloodPressure(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
    Task<IList<NumericHealthResult>> GetOxygenSaturation(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);

    // Lifestyle
    Task<IList<NumericHealthResult>> GetSleepDuration(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
    Task<IList<NumericHealthResult>> GetHydration(DateTimeOffset start, DateTimeOffset end, Interval interval, CancellationToken cancelToken = default);
}

Supported Metrics

Metric Unit iOS (HealthKit) Android (Health Connect)
Step Count count StepCount StepsRecord
Heart Rate bpm HeartRate HeartRateRecord
Calories kcal ActiveEnergyBurned TotalCaloriesBurnedRecord
Distance meters DistanceWalkingRunning DistanceRecord
Weight kg BodyMass WeightRecord
Height meters Height HeightRecord
Body Fat % % BodyFatPercentage BodyFatRecord
Resting Heart Rate bpm RestingHeartRate RestingHeartRateRecord
Blood Pressure mmHg BloodPressureSystolic/Diastolic BloodPressureRecord
Oxygen Saturation % OxygenSaturation OxygenSaturationRecord
Sleep Duration hours SleepAnalysis (category) SleepSessionRecord
Hydration liters DietaryWater HydrationRecord

Usage Examples

Request Permissions and Query Data

IHealthService health; // inject via DI

// Request read permissions for the data types you need
var result = await health.RequestPermissions(
    DataType.StepCount,
    DataType.HeartRate,
    DataType.Calories,
    DataType.Distance
);

// Or request per-metric read/write permissions in a single call
var result2 = await health.RequestPermissions(
    (PermissionType.Read, DataType.StepCount),
    (PermissionType.Read, DataType.HeartRate),
    (PermissionType.Write, DataType.Weight),
    (PermissionType.ReadWrite, DataType.BloodPressure)
);

// Check which permissions were granted
foreach (var (type, success) in result)
{
    if (!success)
        Console.WriteLine($"Permission denied for {type}");
}

// Query data for the last 24 hours, bucketed by day
var end = DateTimeOffset.Now;
var start = end.AddDays(-1);

var steps = (await health.GetStepCounts(start, end, Interval.Days)).Sum(x => x.Value);
var calories = (await health.GetCalories(start, end, Interval.Days)).Sum(x => x.Value);
var distance = (await health.GetDistances(start, end, Interval.Days)).Sum(x => x.Value);
var heartRate = (await health.GetAverageHeartRate(start, end, Interval.Days)).Average(x => x.Value);

Query Body Metrics

var weight = (await health.GetWeight(start, end, Interval.Days)).Average(x => x.Value); // kg
var height = (await health.GetHeight(start, end, Interval.Days)).Average(x => x.Value); // meters
var bodyFat = (await health.GetBodyFatPercentage(start, end, Interval.Days)).Average(x => x.Value); // %
var restingHr = (await health.GetRestingHeartRate(start, end, Interval.Days)).Average(x => x.Value); // bpm

Query Vitals

// Blood pressure returns BloodPressureResult with Systolic and Diastolic
var bp = await health.GetBloodPressure(start, end, Interval.Days);
if (bp.Any())
{
    var avgSystolic = bp.Average(x => x.Systolic);   // mmHg
    var avgDiastolic = bp.Average(x => x.Diastolic);  // mmHg
}

var o2 = (await health.GetOxygenSaturation(start, end, Interval.Days)).Average(x => x.Value); // %

Query Lifestyle

var sleep = (await health.GetSleepDuration(start, end, Interval.Days)).Sum(x => x.Value); // hours
var water = (await health.GetHydration(start, end, Interval.Days)).Sum(x => x.Value); // liters

Hourly Breakdown

// Get hourly step counts for the past week
var weekStart = DateTimeOffset.Now.AddDays(-7);
var weekEnd = DateTimeOffset.Now;

var hourlySteps = await health.GetStepCounts(weekStart, weekEnd, Interval.Hours);
foreach (var bucket in hourlySteps)
{
    Console.WriteLine($"{bucket.Start:g} - {bucket.End:g}: {bucket.Value:N0} steps");
}

ViewModel Pattern (with CommunityToolkit.Mvvm)

public partial class HealthDashboardViewModel(IHealthService health) : ObservableObject
{
    [ObservableProperty]
    double steps;

    [ObservableProperty]
    double calories;

    [RelayCommand]
    async Task LoadDataAsync()
    {
        await health.RequestPermissions(DataType.StepCount, DataType.Calories);

        var start = DateTimeOffset.Now.Date;
        var end = DateTimeOffset.Now;

        Steps = (await health.GetStepCounts(start, end, Interval.Days)).Sum(x => x.Value);
        Calories = (await health.GetCalories(start, end, Interval.Days)).Sum(x => x.Value);
    }
}

Writing Health Data

IHealthService health; // inject via DI

// Request write permissions for the data types you need
await health.RequestPermissions(PermissionType.Write, DataType.Weight, DataType.StepCount, DataType.Hydration);

// Or request both read and write at once
await health.RequestPermissions(PermissionType.ReadWrite, DataType.Weight);

// Or mix read/write per metric in a single call
await health.RequestPermissions(
    (PermissionType.Write, DataType.Weight),
    (PermissionType.Write, DataType.StepCount),
    (PermissionType.ReadWrite, DataType.Hydration)
);

var now = DateTimeOffset.Now;

// Write a weight measurement (point-in-time: Start == End)
await health.Write(new NumericHealthResult(DataType.Weight, now, now, 75.0)); // kg

// Write step counts over a time range
await health.Write(new NumericHealthResult(DataType.StepCount, now.AddMinutes(-30), now, 500));

// Write hydration
await health.Write(new NumericHealthResult(DataType.Hydration, now.AddHours(-1), now, 0.5)); // liters

// Write blood pressure
await health.Write(new BloodPressureResult(now, now, 120.0, 80.0)); // mmHg

// Write sleep session
var sleepStart = now.AddHours(-8);
await health.Write(new NumericHealthResult(DataType.SleepDuration, sleepStart, now, 0)); // Value is ignored, duration derived from Start/End

Observing Real-Time Health Data

IHealthService health; // inject via DI

// Request read permission for the data type you want to observe
await health.RequestPermissions(DataType.StepCount);

// Observe step count changes in real time using IAsyncEnumerable
// Use a CancellationTokenSource to stop observation when done
using var cts = new CancellationTokenSource();

await foreach (var result in health.Observe(DataType.StepCount, cancelToken: cts.Token))
{
    // result is a HealthResult — cast to NumericHealthResult for value
    if (result is NumericHealthResult numeric)
        Console.WriteLine($"Steps: {numeric.Value} ({numeric.Start:t} - {numeric.End:t})");
}

// On Android, you can customize the polling interval (default 5s, ignored on iOS)
await foreach (var result in health.Observe(DataType.HeartRate, pollingInterval: TimeSpan.FromSeconds(10), cancelToken: cts.Token))
{
    if (result is NumericHealthResult numeric)
        Console.WriteLine($"Heart rate: {numeric.Value} bpm");
}

Platform Notes

iOS

  • Observe uses HKAnchoredObjectQuery for push-based real-time updates (no polling needed)
  • HealthKit requires a real device (not simulator) for most data types
  • RequestPermissions on iOS does NOT tell you if the user denied access (Apple privacy policy) - it may return true even when denied
  • Sleep data uses HKCategoryTypeIdentifier.SleepAnalysis (category type, not quantity type) - the library handles this internally
  • Blood pressure requires permissions for both systolic and diastolic types - the library handles this automatically
  • Percentage values (body fat, O2 saturation) are returned as 0-100, not 0-1

Android

  • Observe uses Health Connect change tokens with polling (default 5s interval, configurable via pollingInterval parameter)
  • The Health Connect app must be installed on the device
  • Body fat percentage and oxygen saturation use ReadRecords instead of aggregate queries (Health Connect does not provide aggregate metrics for these types)
  • Sleep duration uses SleepSessionRecord.SleepDurationTotal aggregate metric, returning hours
  • Blood pressure uses BloodPressureRecord.SystolicAvg and DiastolicAvg aggregate metrics
  • All Kotlin coroutine interop is handled internally via IContinuation bridge (AOT-safe, no reflection)

Best Practices

  1. Always request permissions first - Call RequestPermissions before reading or writing data. Use PermissionType.Write or PermissionType.ReadWrite when writing
  2. Use appropriate intervals - Use Interval.Days for summaries, Interval.Hours for detailed breakdowns
  3. Handle empty results - Check .Any() before calling .Average() to avoid InvalidOperationException
  4. Use CancellationToken - Pass cancellation tokens for long-running queries
  5. Sum vs Average - Use .Sum() for cumulative metrics (steps, calories, distance, hydration, sleep) and .Average() for point-in-time metrics (heart rate, weight, height, body fat, O2 sat, resting HR)
  6. Blood pressure is special - It returns BloodPressureResult (not NumericHealthResult) with separate Systolic and Diastolic values
  7. Register early - Call AddHealthIntegration() in MauiProgram.cs during app startup

Common Packages

dotnet add package Shiny.Health          # Core health data library
dotnet add package Shiny.Core            # Required dependency
Install via CLI
npx skills add https://github.com/shinyorg/skills --skill shiny-health
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