1st place · Anthropic Built with Opus 4.7 hackathon

medkit

The clinic that lets you make every mistake before they count.

the problem

Doctors are raised by experience.

And experience is expensive and painful in real life.

the fix

An AI clinic, on demand.

Practice the cases that build judgement — in your browser, before they cost a patient.

demo · 3 min

See the attending physician at work.

A full case from triage to debrief — voice conversation with the patient, tests resolving, and the attending grading the encounter.

how it works

Four steps, one clinic.

1
🎙️

You speak. The patient answers.

Real-time voice. No buttons to hold, no waiting for the patient to type.

2
🧠

The patient is AI.

Stays in character, hesitates, asks for clarification — like a person, not a chatbot.

3
🩺

You diagnose, treat, dispose.

Take the history, order labs, read imaging, prescribe, write the disposition note.

4
📋

The attending grades you.

A senior clinician reads your chart and writes a rubric — citing the actual published guideline you should have followed.

what's inside

Two flows, one source of truth.

ER MODE

Multi-bed shift

New patients arrive at triage. Multiple beds run in parallel. Tests resolve over simulated minutes. You decide who to see next.

  • Real-time triage queue
  • Concurrent voice conversations
  • Time-pressure decision making
POLYCLINIC MODE

One outpatient at a time

Calmer flow. Single patient, instant test resolution. Built for working through history-taking and reasoning without clock pressure.

  • Adult and pediatric patients
  • Parent speaks for the child
  • Three.js consult room
VOICE-FIRST

Talk like you would in clinic

Open-ended questions. Interruptions handled. The patient hesitates, asks for clarification, shows worry — like a person, not a chatbot.

  • Streaming STT/TTS
  • Patient persona prompt-cached
  • Lip-sync-ready audio analyser
ATTENDING GRADER

Cited, structured, scored

Three-domain rubric: Data Gathering, Clinical Management, Interpersonal. Verdicts from excellent to clear-fail. Every feedback bullet links back to a guideline excerpt.

  • NICE · ESC · AHA · GINA · GOLD
  • No fabricated citations
  • Saved to your training log
contact

Say hi to Bedirhan.

Builder behind medkit. Medical-doctor-turned-software-engineer. Open to feedback, bug reports, and collaboration.

ready?

Walk into the clinic.

No signup. Mic permission, three minutes, your first patient is on the bench.