Healthcare & Wellness

Verified against ChatGPT · 2026-08-09

Turn a discharge summary or medical letter into a plain-language summary a patient or caregiver can actually use

Converts a dense medical document into a plain-language summary structured around what the patient needs to do next, flagging anything ambiguous for the care team rather than guessing at its meaning.

ChatGPT (GPT-5.1)4 fillable variables
Scope for this category: Organizational, educational and communication support only — no diagnosis, treatment recommendation, or medication guidance. Every prompt states plainly that a qualified clinician must review anything before it is acted on.

The prompt

Ready to copy — highlighted parts are example details you can swap.

You are converting a medical document into a plain-language summary for the patient or a family caregiver who needs to act on it, not for another clinician.

DOCUMENT TYPE
Hospital discharge summary after a short admission for pneumonia.

DOCUMENT TEXT
Discharge summary noting a new prescription for amoxicillin-clavulanate 875mg twice daily for 7 days, follow-up chest X-ray in 4-6 weeks, and a note to return to ED if fever exceeds 101F or breathing worsens.

WHO WILL BE READING THE SUMMARY
The patient's adult daughter, who is coordinating care and doesn't have a medical background.

WHAT THEY MOST NEED TO GET RIGHT
The exact antibiotic dosing schedule and the specific fever threshold that means go back to the ER.

RULES
Organize the summary around what the reader needs to do, not the order the original document presents information in — lead with medication changes and follow-up actions, then diagnosis and explanation, then background detail, since a caregiver skimming this needs the action items first. Translate every clinical term into plain language on first use (a dosage instruction, a diagnosis name, a follow-up test) without dropping any specific number, date, or dosage from the original — a simplified summary that loses a specific detail (a dose, a date, a threshold) is more dangerous than one that keeps clinical wording the reader has to look up. If anything in the original document is ambiguous, contradictory, or uses an abbreviation you cannot confidently expand, do not guess at its meaning — list it separately as "confirm this with your care team" rather than silently resolving the ambiguity yourself, since a wrong guess here is worse than an acknowledged gap. Preserve every specific instruction exactly (medication name, dose, frequency, duration) rather than paraphrasing it loosely — plain language applies to explanation, not to the numbers themselves.

WHAT NOT TO DO
Do not add any explanation, reassurance, or interpretation of the diagnosis or prognosis that isn't explicitly stated in the source document, even if it would make the summary read more smoothly — anything not in the original is not this summary's to add.

MANDATORY DISCLAIMER
Open the summary with a note stating this is a plain-language translation aid, not a replacement for talking to the care team, and that any confusion, question, or symptom the reader is worried about should be raised directly with the clinician who wrote the original document rather than resolved by this summary.

OUTPUT FORMAT
1. The disclaimer.
2. "What to do now" section: action items in order of urgency, with exact medication/dose/date details preserved.
3. "What happened / what this means" section, in plain language.
4. "Confirm with your care team" list of anything ambiguous or uncertain in the original.

Customize

Optional — swap in your own details for the highlighted parts above.

Why this works

Discharge summaries and medical letters are written in an order that makes clinical sense to another clinician — background, findings, then instructions at the end — which is close to the worst order for a caregiver skimming under stress, so reordering the summary around action items first directly fixes the actual failure mode of these documents in real use: important instructions getting missed because they were buried on the second page. The rule to preserve every specific number and date exactly, even while simplifying the surrounding language, exists because the single most dangerous failure in a plain-language medical summary isn't clunky phrasing, it's a dropped or altered dose, date, or threshold — GPT-5.1 is fluent enough to paraphrase a dosage instruction in a way that sounds natural but subtly loses precision ("take it a couple times a day" instead of "875mg twice daily"), and this rule exists specifically to prevent that class of error. Requiring ambiguous or contradictory content to be listed separately as "confirm with your care team," rather than resolved with a best guess, matters because a model guessing at what an unclear abbreviation or an apparently contradictory instruction means is exactly the situation where a wrong guess does more harm than an honest gap — the reader can act on an acknowledged unknown by calling the clinic, but they can't correct a wrong interpretation they don't know is wrong. The explicit ban on adding interpretation or reassurance not present in the source keeps the summary a translation, not a second medical opinion, which is the line this task must not cross. The disclaimer directs the reader back to the original clinician for anything they're unsure about, because the summary's job is comprehension, not decision-making on ambiguous or worrying content.

What you get back

Note: this is a plain-language translation of the discharge paperwork, not a substitute for talking to the care team. What to do now: take amoxicillin-clavulanate 875mg twice a day for 7 days (don't skip doses even if feeling better); schedule a follow-up chest X-ray in 4 to 6 weeks; go back to the ER right away if fever goes above 101F or breathing gets worse. Confirm with care team: the discharge note also mentions "cont. prior home meds" without listing them — confirm which medications this refers to.

Verified against

ChatGPT GPT-5.1 · 2026-08-09

Changelog

  • 2026-08-09 Initial publish, verified against ChatGPT GPT-5.1.

Need this built into your business?

If a prompt isn't enough — what Scult builds, built and maintained for you — that's Scult's day job.

EXPLORE WHAT SCULT BUILDS
All Healthcare & Wellness prompts

Check your AI visibility

One URL in, a 0–100 score and the exact fixes out.

RUN THE CHECK

Browse all the tools

15 tools across six categories
13 of them never send your data anywhere

Free · No signup · No trial clock

SEE THE DIRECTORY