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Photo a Coffee β†’ Auto-Log Caffeine Intake to HealthKit

πŸ’¬ From @wsvn53 / appinn.com Β· 2026-03-28


🎯 Pain Point

You want to track your daily caffeine intake, but manually logging it in the Health app is too much friction β€” so you never actually do it.


πŸ’‘ What It Does

Take a photo of your coffee (or coffee capsules) and send it to Minis. It identifies the coffee type and quantity, estimates caffeine content, and calls apple-healthkit to log the data automatically β€” a complete caffeine tracking loop.


πŸ›  Skills Used

Skill Purpose
Built-in Vision Identify coffee type and quantity
Built-in (apple-healthkit) Log caffeine data to HealthKit

πŸ’¬ Example Prompt

(Attach coffee photo)
Log the caffeine intake for this coffee.

πŸ“Έ Screenshots

Screenshot

πŸ“· Photograph coffee capsules β†’ Minis identify and record caffeine β†’ Apple Health shows weekly trends Β· @wsvn53 via appinn.com Β· 2026-03-06

βš™οΈ Requirements

  • HealthKit write permission granted to Minis

πŸ’‘ Tips

  • Combined with health data analysis, you can observe the relationship between caffeine intake and sleep quality
  • You can also directly say "Record two Nespresso capsules for me" without taking a photo.

πŸ‘€ Contributor

@wsvn53 Β· appinn.com

πŸ“… Last Verified

2026-03-28