utilization-review-assistant

Evaluate medical necessity and level-of-care appropriateness against InterQual and Milliman criteria.

6|5|Updated Feb 4, 2026
One-click install
npx skills add https://github.com/writer/skills --skill utilization-review-assistant-writer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: utilization-review-assistant
Source: https://github.com/writer/skills/tree/main/skills/utilization-review-assistant
Command: npx skills add https://github.com/writer/skills --skill utilization-review-assistant-writer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill assists healthcare professionals in making accurate and efficient utilization review (UR) decisions by systematically evaluating medical necessity and level-of-care appropriateness against established criteria.

Core Features & Use Cases

  • Medical Necessity Evaluation: Assesses if patient care meets InterQual, Milliman, or CMS guidelines for admission and continued stay.
  • Level-of-Care Determination: Recommends the most appropriate care setting (e.g., ICU, Med-Surg, Observation).
  • Use Case: A UR nurse can input patient data and receive an immediate assessment of whether the current inpatient stay is justified, or if a transition to a lower level of care is appropriate, complete with supporting rationale.

Quick Start

Use the utilization review assistant to check the medical necessity for the current inpatient stay based on the provided clinical data.

Frequently Asked Questions about utilization-review-assistant

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

FAQPage Schema
How do I check medical necessity for an inpatient stay using InterQual or Milliman criteria?

To check medical necessity, input the patient's clinical data into the utilization review assistant to receive an assessment against InterQual or Milliman guidelines, complete with supporting rationale for the admission or continued stay.

What is utilization review and when do I need to evaluate level-of-care appropriateness?

Utilization review evaluates medical necessity and level-of-care appropriateness for patient admissions. You need it during concurrent or retrospective reviews to determine if the current ICU, Med-Surg, or Observation setting is clinically justified.

Can I use this utilization review assistant to prepare for peer-to-peer appeals?

Yes, you can use the utilization review assistant to prepare peer-to-peer appeals by generating supporting rationale that evaluates admission and continued-stay criteria against established CMS, InterQual, or Milliman guidelines.

How do I assess whether a transition to a lower level of care is appropriate for a patient?

Assess level-of-care transitions by inputting current patient data to receive an immediate evaluation of continued-stay justification, which identifies whether stepping down from inpatient to observation or a lower setting meets clinical criteria.

Does the utilization review assistant support both concurrent and retrospective reviews?

Yes, the utilization review assistant supports both concurrent and retrospective utilization reviews, evaluating length-of-stay justification and medical necessity against InterQual and Milliman criteria for either real-time or post-discharge scenarios.

What are the limitations of using automated criteria matching for level-of-care determination?

Automated criteria matching provides supporting rationale for level-of-care determination but cannot replace clinical judgment; it systematically evaluates InterQual and Milliman criteria but requires healthcare professionals to interpret the assessment for final UR decisions.

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