NewMissing Records Detection: flags every visit, provider, and date missing from the file. See how →

Home › Prompt library

The medical record review prompt library

The medical record review prompt library is 22 free prompts for reading medical records with AI. They cover the chronology, the gaps and the causation statements, and work the same for plaintiff and defense firms, legal nurse consultants, IME physicians, experts, life care planners and adjusters.

How it is organised

Many professions read the same medical records for different reasons. The extraction work underneath is largely shared, so this library is one spine of 22 role-neutral prompts. Your role decides which output you build from the answers; the prompts stay the same.

Read the method once. Run the core prompts. If you work both sides of a file, ask the record what the opposing analyst would ask it: that is worth more than any single prompt here.

Before you run anything

2 rules carry most of the value, and both are in the method. First, force every answer into one of 3 states: record-supported with a citation, record-silent, or inferred. Most weak output collapses all 3 into one confident voice. Second, absence is a finding. The gap, the unfilled referral, the surgery never scheduled and the maximum medical improvement no provider ever documented are usually worth more than anything the extraction returns, and none of them produce text to extract.

Every prompt below is written to be pasted and run. Placeholders in angle brackets need filling in. Nothing here depends on a particular tool.

Run these on a file you already have

Send one real record set. You get back a cited chronology, and you review it, you revise it, you sign it.

Book a demo · See pricing

Last verified: 2026-09-08 · ← All 22 prompts