Identify missing or overdue care steps against HEDIS, STAR, USPSTF, and disease-specific quality measures for individual patients or populations. Use when performing care gap analysis, generating patient outreach lists, preparing for quality measure reporting, or supporting value-based care performance improvement.

writer3

项目管理

Incident Report Summarization

Summarize patient safety events and incident reports into structured, actionable summaries by extracting key facts, classifying event type and severity, identifying contributing factors, and generating preliminary recommendations. Use when processing incoming incident reports, preparing safety event reviews for committees, trending safety data, communicating event summaries to leadership, or preparing for root cause analysis.

writer3

数据工程

Quality Measure Alignment

Align healthcare operations and clinical workflows to quality measurement programs including HEDIS, CMS STARS, MIPS, and hospital value-based purchasing by mapping organizational processes to measure specifications, identifying performance gaps, and developing targeted improvement strategies. Use when optimizing quality measure performance, preparing for HEDIS audits, improving STARS ratings, selecting MIPS measures, designing quality improvement initiatives, or aligning clinical workflows with value-based contract requirements.

writer3

健康与健身

Report Instructions

Usage instructions for the health report generation command with examples and troubleshooting tips.

huifer3

架构模式

Variation Of Care Analysis

Identify and analyze unwarranted variation in clinical care delivery across providers, departments, and facilities using Dartmouth Atlas-style methodology to distinguish warranted from unwarranted variation. Use when investigating practice pattern differences, standardizing care pathways, reducing cost variation for similar conditions, supporting clinical guideline adoption, or preparing for value-based care arrangements.

writer3

金融与投资

Care Program Effectiveness

Measure the clinical, utilization, and financial impact of care management programs and population health interventions. Use when evaluating program outcomes, conducting pre/post analyses, comparing intervention cohorts, or reporting program ROI to stakeholders.

writer3

项目管理

Root Cause Analysis Generator

Generate comprehensive root cause analysis (RCA) drafts for adverse events and sentinel events using the VA National Center for Patient Safety RCA methodology, including causal factor charting, five whys analysis, and corrective action development. Use when conducting RCAs for sentinel events, serious safety events, near misses with high potential for harm, or recurring incident patterns requiring systematic investigation.

writer3

代码质量

Risk Adjustment Support

Support HCC coding accuracy, RAF score optimization, and risk adjustment documentation completeness for Medicare Advantage and ACA populations. Use when analyzing risk adjustment factor scores, identifying suspected coding gaps, validating HCC capture, or preparing for RADV audits.

writer3

房产与法律

Regulatory Change Interpreter

Interpret and explain healthcare regulation updates including CMS final rules, HIPAA modifications, Joint Commission standard revisions, state health department regulatory changes, and federal legislation impacts on healthcare operations. Use when analyzing new regulatory publications, assessing organizational compliance impact, developing implementation plans for regulatory changes, communicating regulatory updates to leadership and staff, or preparing compliance gap analyses.

writer3

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Clinical Trial Protocol Execution Control Read This First

Sub-skill of clinical-trial-protocol: EXECUTION CONTROL - READ THIS FIRST.

vamseeachanta8

数据工程

Formats

Output format specifications for healthcare data standards. Use when generating or converting data to FHIR R4, HL7v2 (ADT/ORM/ORU), C-CDA, X12 (837/835/834/270-271), NCPDP D.0, CDISC SDTM/ADaM, CSV, SQL, or dimensional analytics formats.

mark64oswald7

Saudi Patient Testing

Test case execution guide for Saudi telehealth patients in Dr. Sophia AI. Covers 5 test cases (Ahmed, Fatima, Abdullah, Sara, Aisha), data separation principles (historical vs current symptoms), success criteria, critical safety validation. Use when testing Saudi patient consultations, running diagnostic accuracy tests, validating AI responses, or checking allergy/safety protocols.

adaptationio7

健康与健身

Wearables Setup

Samsung Galaxy Watch integration via Google Drive for Dr. Sophia AI. Covers Health Sync app setup, OAuth configuration, multi-user management, data sync verification. Use when setting up Samsung Health wearables, adding new users to wearables system, troubleshooting Samsung Health sync, or configuring Google Drive OAuth.

adaptationio7

销售与营销

Healthcare Informatics

Clinical terminology, healthcare compliance (HIPAA/HITECH), patient safety, and health data management.

fabioc-aloha5

数据分析

Clinical Note Generator

Generate structured clinical notes from patient encounter summaries following SOAP format

Eli-yu-first4

数据工程

Healthcare Expert

Expert-level healthcare systems, medical informatics, HIPAA compliance, and health data standards

majiayu0004

数据工程

Fhir Generator

FHIR R4 resource generation and validation for healthcare interoperability. Converts medical data into FHIR-compliant JSON resources (Patient, Observation, MedicationRequest, Condition, etc.). Use when creating FHIR resources, validating healthcare data structures, or preparing data for EHR integration.

majiayu0004

支付

Hl7 Pam Parser

Parse and explain HL7 v2.5 IHE PAM (Patient Administration Management) messages. Identifies message type, extracts segments (MSH, EVN, PID, PV1, PV2), validates structure, and provides detailed explanations of ADT messages for patient administration workflows.

majiayu0004

销售与营销

Hospital Logistics

When the user wants to optimize hospital supply chain operations, manage medical materials, optimize PAR levels, or improve hospital inventory management. Also use when the user mentions "hospital supply chain," "materials management," "PAR levels," "OR inventory," "clinical logistics," "hospital distribution," "medical supplies," "stockroom management," "two-bin system," "floor stock," or "hospital warehousing." For pharmacy-specific operations, see pharmacy-supply-chain. For medical device distribution, see medical-device-distribution.

majiayu0004

技术文档

Clinical Reports

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.

majiayu0004

健康与健身

Surgery

Personal surgery history recording with implant information tracking and structured data extraction

huifer3

项目管理

Clinician Burnout Signal Detection

Identify early warning signals of clinician burnout using Maslach Burnout Inventory dimensions, operational proxy metrics, and workforce analytics to enable proactive intervention and retention strategies.

writer3

健康与健身

Health Equity Monitoring

Identify and track health disparities across race, ethnicity, socioeconomic status, geography, and other equity dimensions. Use when analyzing health equity metrics, monitoring disparity trends, stratifying outcomes by social determinants, or meeting CMS health equity reporting requirements.

writer3

金融与投资

Patient Stratification Engine

Risk-stratify patients into actionable tiers using clinical, utilization, and social determinant data with validated risk models. Use when building risk-stratified patient panels, prioritizing care management resources, supporting population health initiatives, or identifying patients for intensive intervention programs.

writer3

实验室工具

Clinical Documentation Quality

Assess clinical documentation quality and completeness by evaluating medical record entries against regulatory standards, coding accuracy requirements, and clinical best practices. Use when auditing provider documentation, supporting CDI programs, preparing for Joint Commission surveys, identifying documentation improvement opportunities, or validating medical necessity support for billed services.

writer3

实验室工具

Policy Adherence Monitoring

Track and evaluate clinical guideline compliance across providers, departments, and service lines by measuring adherence to evidence-based care protocols, organizational policies, and regulatory requirements. Use when monitoring clinical pathway compliance, evaluating guideline adoption rates, identifying variation from standard protocols, supporting quality improvement initiatives, or preparing for value-based care performance reporting.

writer3

项目管理

Clinical Audit Prep

Prepare comprehensive clinical audit summaries for Joint Commission, CMS, state health department, and payer audits by organizing documentation, identifying compliance gaps, and generating readiness reports. Use when preparing for scheduled accreditation surveys, responding to CMS validation surveys, organizing payer audit responses, conducting mock audits, or performing internal compliance readiness assessments.

writer3

房产与法律

Hipaa Risk Review

Identify and assess privacy and security risks under HIPAA Privacy Rule (45 CFR 160/164 Subpart E), Security Rule (45 CFR 164 Subpart C), and Breach Notification Rule by conducting systematic risk analyses of PHI handling practices, technical safeguards, and administrative controls. Use when performing HIPAA risk assessments, preparing for OCR audits, investigating potential breaches, evaluating new system implementations, or remediating compliance gaps.

writer3

实验室工具

Senior MDR 2017/745 Specialist and Consultant

EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap analysis, technical documentation guidance, clinical evidence requirements, and post-market surveillance implementation. Use for MDR compliance assessment, classification decisions, technical file preparation, and regulatory requirement interpretation.

pur3v4d3r3

金融与投资

Risk Management Specialist

Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.

pur3v4d3r3