Patient Communication Simplifier

Simplify healthcare communications to target health literacy levels using readability scoring.

1|1|Updated Feb 19, 2026

Search Tags:#readability #healthcare #medical writing #plain language #health literacy #patient communication

Ready to run

npx skills add https://github.com/GoldenZero/skills --skill patient-communication-simplifier-goldenzero

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Patient Communication Simplifier
Source: https://github.com/GoldenZero/skills/tree/main/skills/patient-communication-simplifier
Command: npx skills add https://github.com/GoldenZero/skills --skill patient-communication-simplifier-goldenzero

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) and references (resource) and scripts (resource) components.

What problem does it solve?

This Skill addresses the critical issue of health literacy by transforming complex medical and administrative healthcare communications into plain-language content that patients can easily understand.

Core Features & Use Cases

Readability Assessment: Analyzes and scores content using Flesch-Kincaid, SMOG, and SAM metrics.
Jargon Simplification: Replaces complex medical terms with everyday language.
Structural Rewriting: Restructures content for clarity using active voice, shorter sentences, and clear headings.
Teach-Back Framework: Generates questions to verify patient comprehension.
Use Case: A hospital can use this Skill to automatically simplify discharge instructions, ensuring patients understand their care plan and medication instructions, thereby improving adherence and reducing readmissions.

Quick Start

Simplify the provided discharge instructions for a patient with a moderate health literacy level.

Frequently Asked Questions about Patient Communication Simplifier

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I simplify medical writing for patient communication?▼

You can simplify medical writing by replacing complex clinical jargon with plain language, restructuring sentences into active voice, and optimizing layout for improved patient comprehension.

What readability metrics are used to assess health literacy levels?▼

Readability is assessed using Flesch-Kincaid, SMOG, and SAM scoring metrics to calibrate healthcare content to target health literacy levels and ensure it meets national standards.

How do I create plain language discharge instructions for patients?▼

To create plain language discharge instructions, input the clinical text to automatically simplify terminology, shorten sentences, and generate teach-back questions to verify patient comprehension.

Can I verify patient comprehension of healthcare content automatically?▼

Yes, patient comprehension is verified using a teach-back framework that automatically generates questions based on the simplified content to confirm the patient understands their care plan.

Does this tool work with administrative healthcare communications?▼

Yes, this tool transforms both clinical and administrative healthcare communications into plain-language content by simplifying terminology and restructuring content for clarity.

What is the best way to calibrate medical content to a moderate health literacy level?▼

The best way to calibrate medical content is by using readability scoring metrics like Flesch-Kincaid and SMOG to adjust terminology and sentence structure to the target literacy level.