Outpatient Authorization Decision Engine
Generate defensible outpatient authorization decisions from clinical criteria and payer guidelines
What You Can Do
Analyze outpatient authorization requests against clinical evidence, payer guidelines, and regulatory standards to generate clear approval or denial recommendations with documented medical necessity justification. The skill transforms scattered clinical notes, procedure codes, insurance guidelines, and patient history into structured determinations that withstand peer-to-peer reviews, appeals, and regulatory audits while reducing decision time from hours to minutes.
Features
compares procedure requests against evidence-based guidelines (MCG, InterQual, Milliman) and payer-specific medical policies
generates explicit reasoning that justifies approval or denial decisions with specific clinical evidence
evaluates patient risk factors and existing conditions that impact authorization decisions
identifies relevant prior approvals and treatment history to prevent duplicative or contradictory determinations
structures clinical rationale for overturning payer denials with organized evidence presentation
organizes key clinical findings and guideline citations for physician reviewer conversations
formats determinations with decision logic, evidence citations, and regulatory compliance markers
highlights procedures requiring enhanced scrutiny (joint replacements, advanced imaging, specialty infusions)
Example Output
Request: Pre-authorization for MRI of right knee, patient age 65 with osteoarthritis and 6-week conservative treatment history
Determination: APPROVED — Medical necessity met
- Patient meets InterQual criteria for advanced imaging (conservative treatment ≥6 weeks documented)
- Age 65 with chronic OA qualifies under payer guidelines
- No prior imaging within 12 months (no duplication)
- Decision defensible in appeal: supports clinical decision-making for potential surgical candidacy
Request: Pre-authorization for PT course (25 visits), patient with acute ankle sprain, 1-week duration
Determination: CONDITIONAL APPROVAL — Approve initial 10 visits, requires concurrent review at visit 10
- Meets criteria for acute injury PT initiation
- 25-visit request exceeds standard protocol for uncomplicated ankle sprain
- Concurrent review flags potential overutilization
- Clinical rationale: Protects both patient access and payer interests through structured reassessment
What's Included
- SKILL.md: Core instruction file with decision-making framework and clinical criteria integration
- Authorization Request Template: Standardized intake form capturing clinical history, procedure codes, insurance guidelines, and comorbidities
- Decision Documentation Checklist: Audit-ready format ensuring medical necessity language, evidence citations, and regulatory compliance markers
- Appeal Preparation Worksheet: Structured guide for building override cases with organized clinical evidence and guideline references
- High-Cost Procedure Workflow: Decision matrix for complex cases (joint replacements, specialty infusions, advanced imaging) with enhanced scrutiny points
Who It's For
- Utilization Review Managers — Streamline daily authorization decisions while maintaining audit compliance and appeal readiness
- Medical Directors — Review UM determinations with confidence using explicitly documented clinical reasoning and guideline alignment
- Insurance Medical Reviewers — Generate consistent determinations across cases with defensible documentation
- Appeals Specialists — Build override cases with organized clinical evidence and regulatory support
- Outpatient Clinical Teams — Understand authorization rationale and optimize case presentations for approval
Best For
- Pre-authorization requests for scheduled outpatient procedures (surgery, imaging, PT, infusions, diagnostics)
- Concurrent reviews for ongoing outpatient treatments with utilization monitoring
- Denial appeals requiring explicit medical necessity documentation and guideline-based rationale
- Complex cases with comorbidities, prior authorizations, or high-cost procedures
- Peer-to-peer review preparation with organized clinical evidence and decision support
You might also like
You can rapidly assess political risks that directly threaten healthcare operations abroad, including government stability, regulatory capture, sanctions impact, and how political transitions affect hospital partnerships. This skill integrates healthcare-specific political factors—pharmaceutical lobby influence, medical licensing corruption, and health system reform dynamics—into a structured risk assessment that informs strategic decisions on expanding, maintaining, or withdrawing from health programs.
by github
You can systematically decode state-specific grant requirements across Medicaid, workforce development, rural health, and behavioral health programs. The skill helps you identify compliance gaps in your current processes, build state-compliant budget narratives and work plans, and create audit-ready documentation frameworks tailored to your state's unique administrative standards and reporting frequencies.
by github
Process medical staff privileging applications systematically by extracting clinical competencies from CVs and training records, cross-referencing applicant qualifications against institutional privilege scope, and flagging documentation gaps or high-risk scenarios. Generate standardized privilege request matrices and peer review summaries that highlight conflicts between requested privileges and demonstrated training, saving 2-3 hours per complex application while reducing human error in the credentialing workflow.
by github
You can design complete data governance frameworks that establish clear ownership, access controls, data quality standards, and breach protocols across EHR systems, data warehouses, and integration platforms. The skill maps regulatory requirements to organizational policies, defines data stewardship roles with accountability matrices, and creates audit procedures and metrics for ongoing compliance monitoring—all in formats ready for board presentation or regulatory review.
by github
This skill moves beyond surface-level denial categorization to uncover systemic root causes affecting your revenue cycle. You'll distinguish between preventable denials (documentation gaps, coding errors, prior auth failures), clinical denials (medical necessity disputes), administrative denials (eligibility issues, timely filing violations), and systemic denials (recurring patterns indicating workflow problems). Claude generates documented appeal strategies with specific evidence and supporting arguments tailored to each denial type.
by github
This skill walks you through conducting formal root cause analyses that move beyond individual blame to uncover systemic process failures in healthcare settings. You'll document findings using multiple structured methodologies, differentiate between human error and system design vulnerabilities, and generate actionable corrective actions that prevent incident recurrence across your organization.
by github
You can quickly process provider enrollment applications across multiple payer networks by identifying specific documentation gaps, verifying compliance with Medicare, state medical board, and DEA requirements, and generating compliant follow-up communications. This skill reduces enrollment cycle time and ensures applications are submission-ready on the first request, helping you manage high-volume credentialing workflows efficiently while maintaining audit-trail documentation.
by github
You can conduct comprehensive compliance audits of active grants by evaluating them against federal regulations (OMB 2 CFR 200), funder-specific terms, and institutional policies. Claude helps you identify specific compliance gaps, prioritize remediation actions, and create detailed remediation plans that protect institutional funding and reduce audit liability.
by github