scientific-clinical-standards

Map clinical terminology codes across LOINC, ICD-10/ICD-11, and FHIR.

3|1|Updated Feb 11, 2026
One-click install
npx skills add https://github.com/nahisaho/satori --skill scientific-clinical-standards
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scientific-clinical-standards
Source: https://github.com/nahisaho/satori/tree/main/src/.github/skills/scientific-clinical-standards
Command: npx skills add https://github.com/nahisaho/satori --skill scientific-clinical-standards

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Clinical teams struggle with consistent terminology mapping across LOINC, ICD, and FHIR, which hampers interoperability and data sharing.

Core Features & Use Cases

  • LOINC/ICD/FHIR mapping and cross-reference generation for standardized clinical data.
  • FHIR resource generation to enable EHR integration and decision support.
  • Use Case: Healthcare analytics teams align lab tests and diagnoses across systems for interoperable reporting.

Quick Start

Map LOINC and ICD codes and generate FHIR-ready resources from clinical data.

Frequently Asked Questions about scientific-clinical-standards

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

FAQPage Schema
How do I map clinical terminology codes between LOINC, ICD, and FHIR?

Clinical terminology mapping across LOINC, ICD-10/ICD-11, and FHIR is achieved by specifying code mappings and cross-references to enable interoperable healthcare data workflows. This standardizes clinical data for EHR modernization and decision support.

Can I generate FHIR resources directly from mapped LOINC and ICD codes?

Yes, generating FHIR resources from mapped LOINC and ICD codes supports end-to-end interoperability tasks. This process creates FHIR-ready data to enable seamless EHR integration and clinical decision-support workflows.

What is clinical terminology interoperability and when do I need it?

Clinical terminology interoperability standardizes codes across systems like LOINC, ICD, and FHIR to ensure consistent data sharing. You need it for healthcare data integration, EHR modernization, and clinical decision-support use cases requiring standardized terminology.

How do I align lab tests and diagnoses across different healthcare systems?

Aligning lab tests and diagnoses requires LOINC and ICD mapping with cross-reference generation. This creates standardized clinical data, allowing healthcare analytics teams to achieve interoperable reporting across disparate EHR systems.

Does this approach support both ICD-10 and ICD-11 mapping workflows?

Yes, this approach supports mapping workflows across both ICD-10 and ICD-11 standards. It specifies code mappings and cross-references alongside LOINC and FHIR to ensure comprehensive interoperability across evolving clinical terminology standards.

What are the limitations of manual clinical terminology mapping?

Manual clinical terminology mapping across LOINC, ICD, and FHIR hampers interoperability and data sharing due to inconsistency. Automated code mapping and cross-reference generation provide standardized outputs required for reliable clinical decision support.