pa-clinical-policy

Evaluate prior authorization requests against clinical policies and step therapy protocols.

13|5|Updated May 4, 2026
One-click install
npx skills add https://github.com/awslabs/hcls-agent-skills --skill pa-clinical-policy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pa-clinical-policy
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/pa-clinical-policy
Command: npx skills add https://github.com/awslabs/hcls-agent-skills --skill pa-clinical-policy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill resolves the complexity of navigating payer-specific clinical policies, step therapy requirements, and appeal processes, reducing administrative burden and denial rates.

Core Features & Use Cases

  • Policy Evaluation: Analyzes medical necessity against payer-specific criteria, LCDs, and NCDs.
  • Appeal Strategy: Provides structured guidance for peer-to-peer reviews and formal appeals based on denial codes.
  • Use Case: A provider needs to determine if a patient qualifies for a biologic medication under a specific commercial plan's step therapy protocol; this skill identifies the required documentation and clinical thresholds to ensure a successful authorization.

Quick Start

Use the pa-clinical-policy skill to evaluate the medical necessity and step therapy requirements for a requested biologic treatment based on the provided payer policy.

Frequently Asked Questions about pa-clinical-policy

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

FAQPage Schema
How do I evaluate medical necessity for a prior authorization request against payer-specific clinical policies?

To evaluate medical necessity for prior authorization, the Skill analyzes requested treatments against clinical policies, LCDs, and NCDs to identify documentation gaps and determine if clinical thresholds are met. It assesses medical necessity criteria specific to the payer's coverage determinations.

Can I use FHIR Da Vinci PAS standards to check step therapy requirements for biologic medications?

Yes, you can use FHIR Da Vinci PAS standards to check step therapy requirements for biologics. The Skill adheres to these regulatory guidelines for clinical decision support and identifies the required documentation and clinical thresholds to ensure successful authorization under step therapy protocols.

What is the best way to formulate an appeal strategy for a denied prior authorization request?

The best way to formulate an appeal strategy is to analyze the specific denial codes and use the Skill to generate structured guidance for peer-to-peer reviews and formal appeals. It provides targeted strategies for both commercial and Medicare plans based on the documented denial.

Does this prior authorization tool support both commercial and Medicare plan coverage determinations?

Yes, this prior authorization tool supports both commercial and Medicare plans. It evaluates coverage determinations and clinical policies across these payer types to help healthcare professionals assess medical necessity and navigate the specific appeal processes for each.

How do I identify documentation gaps when evaluating a prior authorization request?

To identify documentation gaps during prior authorization, the Skill cross-references the submitted clinical information against the payer's required criteria and step therapy protocols. It highlights missing information needed to prove medical necessity and secure approval.

When should I not rely on automated clinical policy evaluation for prior authorization?

You should not rely solely on automated clinical policy evaluation when a prior authorization requires complex peer-to-peer clinical judgment beyond standard step therapy or medical necessity criteria. The Skill provides structured guidance and identifies gaps, but final determinations may require direct clinician oversight.