preventive-care-compliance-report

Evaluate FHIR patient data against USPSTF, ACS, and CDC guidelines to generate a compliance scorecard.

53|12|Updated Jan 26, 2026
One-click install
npx skills add https://github.com/langcare/langcare-mcp-fhir --skill preventive-care-compliance-report
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: preventive-care-compliance-report
Source: https://github.com/langcare/langcare-mcp-fhir/tree/main/skills/core/population-health/preventive-care-compliance-report
Command: npx skills add https://github.com/langcare/langcare-mcp-fhir --skill preventive-care-compliance-report

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generates a comprehensive preventive care compliance audit that harmonizes age/sex/risk guidelines with patient data to identify current, overdue, and not-applicable screenings, enabling targeted outreach and reporting.

Core Features & Use Cases

  • Retrieve patient demographics and risk factors, compute guideline applicability, and classify screenings as up-to-date, overdue, due soon, or not applicable based on USPSTF/ACS/CDC guidance.
  • Build a customizable scorecard and practice-level dashboards with trend analysis and recommended actions for outreach and improvement.
  • Support both individual wellness checks and population health reporting by producing outputs suitable for patient-level decisions and practice-wide metrics, with references to USPSTF-grade-ab, ACS cancer guidelines, and CDC immunization schedules.

Quick Start

Run a preventive care compliance report for a patient or patient panel using current FHIR records from your data source.

Frequently Asked Questions about preventive-care-compliance-report

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

FAQPage Schema
How do I audit preventive care compliance using FHIR patient data?

Preventive care compliance audits evaluate FHIR patient data against USPSTF, ACS, and CDC guidelines to classify screenings as up-to-date, overdue, due soon, or not applicable. This process uses demographics, risk factors, procedures, observations, immunizations, and medications to generate a comprehensive compliance scorecard.

Can I generate a compliance scorecard for a population health panel?

Yes, compliance scorecards support both individual wellness checks and population health panels. The workflow retrieves patient demographics and risk factors to compute guideline applicability, producing practice-level dashboards with trend analysis and recommended outreach actions.

What guidelines are used to identify preventive care gaps?

Preventive care gaps are identified using USPSTF grade A and B recommendations, ACS cancer screening guidelines, and CDC immunization schedules. The evaluation harmonizes these age, sex, and risk guidelines with patient data to classify items as current, overdue, or not applicable.

How do I classify immunizations and screenings as overdue or due soon?

Immunizations and screenings are classified as overdue, due soon, or up-to-date by evaluating patient observations, procedures, and medications against CDC and USPSTF schedules. The workflow computes guideline applicability based on demographics and risk factors to determine current status.

Does this workflow support downstream reporting and patient outreach?

Yes, the workflow produces outputs suitable for downstream reporting and outreach. It generates a customizable scorecard and practice-level dashboards with trend analysis and recommended actions for targeted patient outreach and population health improvement.

What FHIR resources are needed to evaluate preventive care compliance?

Evaluating preventive care compliance requires FHIR records containing patient demographics, risk factors, procedures, observations, immunizations, and medications. These resources are extracted and harmonized against USPSTF, ACS, and CDC guidelines to classify screening and immunization status.