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healthcare-eval-harness

Run automated patient-safety verification tests against healthcare application deployments.

Updated Apr 2, 2026
Search Tags:#testing#safety#data-integrity#ci-cd#healthcare#cdss
One-click install
npx skills add https://github.com/richardnpaul/everything-vscode-copilot --skill healthcare-eval-harness-richardnpaul
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: healthcare-eval-harness
Source: https://github.com/richardnpaul/everything-vscode-copilot/tree/main/.github/skills/healthcare-eval-harness
Command: npx skills add https://github.com/richardnpaul/everything-vscode-copilot --skill healthcare-eval-harness-richardnpaul

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Healthcare teams release software with safety-critical requirements. This harness blocks deployments when critical safety tests fail, reducing patient risk by enforcing automated gating in CI/CD.

Core Features & Use Cases

  • Deterministic CRITICAL gates: CDSS Accuracy, PHI Exposure, and Data Integrity must pass 100%.
  • High gates with 95%+ pass: Clinical Workflow and Integration Tests.
  • CI/CD integration: bail on first failure and enforce coverage thresholds to ensure reliable gating.

Quick Start

Integrate the healthcare-eval-harness into your CI pipeline and ensure all CRITICAL gates pass before deployment.

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 healthcare application deployments in CI/CD?▼

Block unsafe healthcare deployments by integrating an automated safety harness into your CI/CD pipeline that enforces patient-safety verification gates before any release proceeds.

What patient-safety verification tests are required for EMR and CDSS releases?▼

Required patient-safety verification tests include CDSS Accuracy, PHI Exposure, Data Integrity, Clinical Workflow, and Integration tests, enforced through automated deployment gating.

What pass rates are required for clinical workflow and data integrity gates?▼

Data integrity requires 100% pass rates for CDSS Accuracy, PHI Exposure, and Data Integrity gates, while Clinical Workflow and Integration tests require a minimum 95% pass rate.

How do I validate CDSS logic and PHI access-control changes before deployment?▼

Validate CDSS logic and PHI access-control changes by running automated patient-safety verification tests that enforce coverage thresholds and bail on first critical failure.

Can I use automated safety gates for healthcare deployments without failing the entire pipeline?▼

Automated safety gates enforce deterministic bailing on the first critical failure, ensuring that any unsafe healthcare deployment immediately stops the CI/CD pipeline to prevent patient risk.

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