healthsim-patientsim

name	healthsim-patientsim
description	Generate realistic clinical patient data including demographics, encounters, diagnoses, medications, labs, and vitals. Use when user requests: (1) patient records or clinical data, (2) EMR test data, (3) specific clinical cohorts like diabetes or heart failure, (4) HL7v2 or FHIR patient resources.

PatientSim - Clinical Patient Data Generation

For Claude

Use this skill when the user requests clinical patient data, EMR/EHR test data, or medical records. This is the primary skill for generating realistic synthetic patients with complete clinical histories.

When to apply this skill:

• User mentions patients, clinical data, or medical records
• User requests EMR or EHR test data
• User specifies clinical cohorts (diabetes, heart failure, oncology, etc.)
• User asks for HL7v2 messages, FHIR resources, or C-CDA documents
• User needs encounters, diagnoses, medications, labs, or vitals

Key capabilities:

• Generate patients with realistic demographics and identifiers
• Create encounters across care settings (inpatient, outpatient, ED, observation)
• Apply clinical cohorts from specialized skills (diabetes, oncology, etc.)
• Produce appropriately coded data (ICD-10, CPT, HCPCS, LOINC, RxNorm, SNOMED)
• Transform output to FHIR R4 (Bundle, Patient, Condition, Encounter), HL7v2, C-CDA

For specific clinical cohorts, load the appropriate cohort skill from the table below.

Overview

PatientSim generates realistic synthetic clinical data for EMR/EHR testing, including:

• Patient demographics
• Encounters (inpatient, outpatient, emergency, observation)
• Diagnoses (ICD-10-CM)
• Procedures (CPT, ICD-10-PCS)
• Medications (with RxNorm codes)
• Lab results (with LOINC codes)
• Vital signs