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healthcare-eval-harness

Enforce patient safety gates for healthcare app deployments during CI/CD.

Updated Mar 26, 2026
Search Tags:#testing#data-integrity#ci-cd#healthcare#patient-safety#cdss#phi-exposure
One-click install
npx skills add https://github.com/cescrafli/compyrasion --skill healthcare-eval-harness-cescrafli
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: healthcare-eval-harness
Source: https://github.com/cescrafli/compyrasion/tree/main/skills/healthcare-eval-harness
Command: npx skills add https://github.com/cescrafli/compyrasion --skill healthcare-eval-harness-cescrafli

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automated patient-safety evaluation harness that blocks healthcare application deployments on critical safety failures across CDSS accuracy, PHI exposure, data integrity, clinical workflow integrity, and integration compliance.

Core Features & Use Cases

  • Enforces 100% pass for CRITICAL gates (CDSS Accuracy, PHI Exposure, Data Integrity) before deployment.

  • Enforces 95%+ pass for HIGH gates (Clinical Workflow, Integration) with explicit pass-rate reporting.

  • Framework-agnostic guidance; examples reference Jest while remaining adaptable to Vitest, pytest, or PHPUnit; links tests to deterministic CI checks.

  • Use Case: Run the eval harness during EMR/EHR deployment pipelines or after changes to CDSS logic, authentication, or database schemas to prevent unsafe releases and surface remediation steps.

Quick Start

Run the eval harness against your healthcare app deployment to verify safety gates before release.

Frequently Asked Questions about healthcare-eval-harness

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

FAQPage Schema
How do I block unsafe EMR deployments in CI/CD if CDSS logic or PHI exposure tests fail?▼

To block unsafe EMR deployments, enforce patient safety gates during CI/CD that require a 100% pass on CRITICAL CDSS accuracy and PHI exposure tests before release. The harness halts pipelines automatically on critical failures and surfaces remediation steps.

What is a patient safety gate in healthcare application testing?▼

A patient safety gate is a deterministic CI/CD check that validates healthcare application deployments across CDSS accuracy, PHI exposure, data integrity, clinical workflow, and integration compliance. It blocks releases if critical safety thresholds are not met.

Does this healthcare eval harness work with pytest or Vitest?▼

Yes, the harness provides framework-agnostic test orchestration for healthcare deployments. While examples reference Jest, the guidance adapts to pytest, Vitest, or PHPUnit for deterministic CI checks and safety gate enforcement.

When do I need to run CDSS accuracy and PHI exposure tests?▼

Run CDSS accuracy and PHI exposure tests during EMR/EHR deployment pipelines or after changes to CDSS logic, authentication, or database schemas. This prevents unsafe releases by enforcing a 100% pass rate on critical safety gates.

What pass rate is required for clinical workflow and integration compliance tests?▼

Clinical workflow and integration compliance tests require a 95% or higher pass rate. These are classified as HIGH gates, whereas CDSS accuracy, PHI exposure, and data integrity demand a 100% pass rate as CRITICAL gates.

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