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value-based-care

Guide building VBC analytics platforms for CMS and commercial programs.

1|1|Updated May 16, 2026
Search Tags:#healthcare analytics#quality measures#value-based care#ACO#risk adjustment
One-click install
npx skills add https://github.com/aks-builds/healthcareskills --skill value-based-care
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: value-based-care
Source: https://github.com/aks-builds/healthcareskills/tree/main/skills/value-based-care
Command: npx skills add https://github.com/aks-builds/healthcareskills --skill value-based-care

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, sql, fhir, hl7, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides the necessary knowledge and tools to build accurate, current, and auditable VBC analytics platforms, enabling healthcare organizations to effectively manage value-based care initiatives.

Core Features & Use Cases

  • VBC Program Understanding: Comprehensive coverage of CMS and commercial VBC programs, including MSSP, ACO REACH, PCF, AHEAD, CKCC/KCC, CJR, BPCI-A, MA Star Ratings, and more.
  • Risk Adjustment: Detailed guidance on CMS-HCC, HHS-HCC, CDPS/CDPS+Rx, and commercial proprietary risk adjustment models.
  • Quality Measures: Coverage of eCQMs, MIPS CQMs, HEDIS, Star Ratings, and other quality measure frameworks.
  • Engineering Architecture: Guidance on typical VBC platform architecture, including data ingestion, member master, provider master, attribution, risk adjustment, quality measures, and reporting.

Quick Start

Use the value-based-care skill to analyze the risk adjustment and quality measures for the ACO REACH program in your organization.

Frequently Asked Questions about value-based-care

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

FAQPage Schema
How do I build a value-based care analytics platform for ACO REACH?▼

To build a VBC analytics platform for ACO REACH, you need an architecture covering data ingestion, member and provider master, attribution, risk adjustment, quality measures, and reporting. This Skill provides the engineering guidance to structure these components.

What quality measures does a value-based care analytics platform need to support?▼

A VBC analytics platform must support quality measures spanning eCQMs, MIPS CQMs, HEDIS, and Star Ratings frameworks. This Skill provides detailed guidance on implementing these frameworks for accurate performance tracking.

How do CMS-HCC and HHS-HCC risk adjustment models work in healthcare analytics?▼

CMS-HCC and HHS-HCC risk adjustment models predict patient costs to adjust payments in VBC. This Skill provides detailed guidance on these models, alongside CDPS/CDPS+Rx and commercial proprietary models for accurate analytics.

Do I need FHIR and HL7 standards to implement risk adjustment and quality measures?▼

Yes, you need FHIR and HL7 standards to ingest clinical data for risk adjustment and quality measures. This Skill requires these healthcare standards alongside Python and SQL to build an auditable VBC analytics architecture.

What is the best way to architect data ingestion for commercial VBC programs?▼

The best way to architect data ingestion for commercial VBC programs is establishing a unified pipeline for member and provider masters. This Skill outlines architecture patterns to handle attribution, risk adjustment, and reporting across diverse programs.

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