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INLOOP

Discharge planning agent displaying on Patient Lists and Patient Charts

Code Video Cerebral Valley

Core trick

Claude reads each inpatient's note, problems, vitals, and labs to return discharge milestones, blockers, and a suggested disposition on the patient list.

Tags

healthproductivity

Description

Discharge planning agent displaying on Patient Lists and Patient Charts
carolineluu/inloop★ 00 forksTypeScriptCreated Jul 18, 2026 · last push Jul 21, 2026

README excerpt

# inloop — discharge-planning viewer for care teams

Made by [Jhonatan Munoz MD](https://www.linkedin.com/in/jhonatan-munoz-md-00735992/), [Caroline Luu](https://www.linkedin.com/in/carolineluu/), and Claude. 

View the demo [here](https://www.loom.com/share/ab67edc64dc640838f4c9ac1e47db371). 
Play with prototype: [inloop.carolineluu.com](https://inloop.carolineluu.com/)

A web interface for doctors and multidisciplinary care teams to review their
inpatient list and open a patient chart. The differentiator over a typical
patient-list app is **discharge planning**: for each patient, Claude reads the
clinical note, problems, vitals, and labs and returns clinical milestones, the
physician's remaining next steps (including orders to place), blockers, and a
suggested disposition. This helps the team discharge-plan early and move
patients efficiently without sacrificing their perception of care.

> Prototype built on **synthetic** data. AI output is decision support, **not**
> a substitute for clinical judgment.

## Two screens

1. **Patient list** (`/`) — an inpatient census with **Location** (bed), reason
   for encounter, admit date, LOS, and a **sortable Discharge readiness** column
   (defaults to Ready-first). Badges are `Ready` / `Not ready` / `Not assessed`.
2. **Patient chart** (`/patients/[id]`) — an EHR-style chart on the left
   (patient banner with a Location/Admitted/LOS/Status facts row, a vitals tile
   row, and titled sections: encounter reason, problem list, medic

Team