healthcare-eval-harness

Automate healthcare deployment safety tests and block failures.

1|Updated Apr 21, 2026
One-click install
npx skills add https://github.com/ROYCE-8425/ai-marketing-hub --skill healthcare-eval-harness-royce-8425
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: healthcare-eval-harness
Source: https://github.com/ROYCE-8425/ai-marketing-hub/tree/main/skills/healthcare-eval-harness
Command: npx skills add https://github.com/ROYCE-8425/ai-marketing-hub --skill healthcare-eval-harness-royce-8425

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill ensures patient safety by automatically evaluating healthcare application deployments, blocking deployments with critical safety failures.

Core Features & Use Cases

  • Automated Test Suites: Includes CDSS accuracy, PHI exposure, clinical workflow integrity, and integration compliance checks.
  • Blocking Deployments: Prevents deployment with any critical failure.
  • Use Case: Before deploying an EMR/EHR application or after significant changes to ensure patient safety and compliance.

Quick Start

Run the eval harness to automatically verify a healthcare application deployment and block deployments with critical failures.

Frequently Asked Questions about healthcare-eval-harness

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

FAQPage Schema
How do I verify patient safety before deploying a healthcare application?

Healthcare application deployment testing for patient safety evaluates CDSS accuracy, PHI exposure, clinical workflow integrity, and integration compliance. It runs an automated test suite that blocks deployments containing critical safety failures.

Can I block deployments automatically if there is a critical patient safety failure?

Yes, you can block deployments automatically when a critical patient safety failure is detected. The evaluation harness checks healthcare application deployments and actively prevents deployment if critical safety thresholds are not met.

What does clinical decision support system accuracy testing involve in healthcare deployments?

Clinical decision support system accuracy testing involves evaluating CDSS outputs against expected clinical parameters during healthcare application deployments. The evaluation harness includes this as a core check to ensure patient safety and integration compliance before release.

How do I check for PHI exposure risks during an EMR or EHR deployment?

To check for PHI exposure risks during an EMR or EHR deployment, execute the automated test suite to scan for Protected Health Information vulnerabilities. The evaluation harness blocks the deployment if critical PHI exposure or compliance failures are detected.

When should I run clinical workflow integrity checks for healthcare applications?

You should run clinical workflow integrity checks before deploying an EMR or EHR application, or after making significant changes to the system. This ensures ongoing patient safety, CDSS accuracy, and integration compliance.