healthcare-cdss-patterns

Process patient data to generate classified clinical safety alerts for EMR workflows.

86|21|Updated Feb 9, 2026
One-click install
npx skills add https://github.com/Jamkris/everything-gemini-code --skill healthcare-cdss-patterns-jamkris
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: healthcare-cdss-patterns
Source: https://github.com/Jamkris/everything-gemini-code/tree/main/skills/healthcare-cdss-patterns
Command: npx skills add https://github.com/Jamkris/everything-gemini-code --skill healthcare-cdss-patterns-jamkris

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

CDSS development patterns provide reusable, testable components to build safe, EMR-integrated decision support.

Core Features & Use Cases

  • Modular CDSS engine with checkInteractions, validateDose, and clinical scoring (NEWS2, qSOFA).
  • Alert classification and pure-function design that enables deterministic reasoning and testability.
  • Real-world integration with EMR workflows to improve patient safety and standardize decision support across modules.

Quick Start

Install or integrate the CDSS library into your EMR workflow to begin processing patient data.

Frequently Asked Questions about healthcare-cdss-patterns

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

FAQPage Schema
How do I implement clinical decision support for drug interaction checks in an EMR?

Clinical scoring systems like NEWS2 and qSOFA can be implemented using deterministic pure functions that process patient data and generate classified safety alerts. This architecture ensures testable and standardized scoring within EMR workflows.

What is the best way to test clinical decision support logic for dose validation?

The best way to test clinical decision support logic is by using a pure-function architecture that enforces explicit data models and deterministic reasoning. This design allows direct testing of dose validation modules without side effects.

Can I use a pure-function architecture for EMR clinical decision support modules?

Yes, a pure-function architecture supports EMR clinical decision support by enforcing explicit data models and deterministic reasoning. This enables testable interfaces for interaction checks, dose validation, and clinical scoring modules.

How do I classify patient safety alerts in a clinical decision support system?

Patient safety alerts in a clinical decision support system are classified through deterministic logic that processes patient data. This modular engine generates classified alerts for drug interactions, dose validation, and clinical scoring results.

Does this clinical decision support pattern require external dependencies for EMR integration?

No, this clinical decision support pattern requires no external dependencies. It provides a standalone modular engine with explicit data models that can be integrated directly into existing EMR workflows.