The Health AI Toolkit

By Hillary Lin, MD

For clinicians, coaches and health experts with notes to write, research to check and people to care for.

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What would make your day easier?

Documentation

Draft a clinical note

Try a visit-note template with a made-up case before using patient records.

Start with: Heidi

Try it step by step — Draft a clinical note
Why this tool?

Clinical scribes structure the encounter into a visit note. Fathom can capture the conversation too; compare clinical formatting, omissions and correction time on the same fictional visit.

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Build & automate

Build a care map

Bring the history, goals and next steps together. Practice with Maya’s fictional case.

Start with: Codex

Try it step by step — Build a care map
Why this tool?

Give the tool Maya’s fictional packet. Open the result and compare every factual statement with a source before adding new context.

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More tasks

Practice ops

Summarize a meeting

Keep the decisions, who’s doing what and what needs follow-up.

Start with: Fathom

Choose a prompt — Summarize a meeting
Why this tool?

Use a meeting assistant for decisions, owners and action items. Fathom’s free account has recording and transcripts, with an incorporated BAA when HIPAA applies; check sharing and recording consent. Clinical-note review is a separate task.

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Build & automate

Build a small tool

Try a referral checklist, intake form or visit-prep tool with made-up information.

Start with: Codex

Try it step by step — Build a small tool
Why this tool?

Hillary’s first choice: give Codex a brief for a referral checklist or visit-prep tool. Build with fictional inputs, inspect the output and test what happens when information is missing.

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Build & automate

Automate a repeat task

Tidy a spreadsheet or repeat a weekly admin task. Check a sample by hand first.

Start with: Codex

Choose a prompt — Automate a repeat task
Why this tool?

Ask Codex to normalize a fictional CSV, flag missing fields and write a new output. Compare it with a hand-checked example before scheduling the task.

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Keep these handy

The tool directory

Compare tools for the work you do, including cost, who can use them and what information each plan allows you to share.

The prompt library

Start with a prompt for a note, a client explanation or a research question. Adapt it to your work and check the result.