synthesis-decision

Integrate agent outputs to determine prior authorization submission readiness.

Updated Apr 29, 2026
One-click install
npx skills add https://github.com/otey247/Multi-Agent-Provider-Prior-Auth --skill synthesis-decision
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: synthesis-decision
Source: https://github.com/otey247/Multi-Agent-Provider-Prior-Auth/tree/main/agents/synthesis/skills/synthesis-decision
Command: npx skills add https://github.com/otey247/Multi-Agent-Provider-Prior-Auth --skill synthesis-decision

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Synthesis Decision Skill evaluates provider prior authorization readiness by integrating outputs from the Documentation Completeness, Clinical Evidence Retrieval, and Policy Matching agents to determine if a submission is ready for payer review.

Core Features & Use Cases

  • Gate-based readiness evaluation across credentials, codes, and policy requirements to produce a clear READY_TO_SUBMIT or NEEDS_REVIEW decision.
  • Generates an auditable confidence score and structured audit trail for payer submission review.
  • Supports fallback medical-necessity pathways when no LCD/NCD policy exists, ensuring a complete evaluation even in Medicare scenarios.

Quick Start

Pass the outputs of the Documentation Completeness, Clinical Evidence Retrieval, and Policy Matching agents; the skill will return ready_to_submit or needs_review.

Frequently Asked Questions about synthesis-decision

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

FAQPage Schema
How do I evaluate prior authorization submission readiness before sending to a payer?

Prior authorization readiness is evaluated by integrating documentation completeness, clinical evidence retrieval, and policy matching outputs into a gate-based evaluation that produces a ready_to_submit or needs_review decision with a confidence score.

What is a gate-based evaluation for prior authorization requests?

A gate-based evaluation checks credentials, codes, and policy requirements to determine prior authorization readiness, outputting a formal ready_to_submit or needs_review decision alongside a structured audit trail.

How do I handle prior authorization when no LCD or NCD policy exists?

When no LCD or NCD policy exists, prior authorization evaluation applies fallback medical necessity guidelines to complete the submission readiness check, ensuring Medicare scenarios are still evaluated.

Can I generate an auditable trail for prior authorization decisions?

Yes, prior authorization readiness decisions generate a structured auditable trail and confidence score by formally weighting the integrated outputs from documentation, clinical evidence, and policy matching agents.

What inputs do I need to pass for prior authorization readiness evaluation?

You need to pass the outputs from the Documentation Completeness, Clinical Evidence Retrieval, and Policy Matching agents to evaluate prior authorization readiness and receive a submission decision.