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name: medical-coding-audit description: Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors allowed-tools: Read, Grep, Write, Edit, Glob, WebFetch graph: domains: [domain:healthcare] specializations: [specialization:clinical-informatics] skillAreas: [skill-area:compliance-automation, skill-area:data-quality, skill-area:document-processing] workflows: [workflow:experiment-design] roles: [role:audit-analyst, role:compliance-officer]

Medical Coding Audit

Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors.

Overview

This skill enables auditing of medical coding accuracy and compliance. It encompasses documentation review, code validation, error identification, and improvement recommendations to ensure accurate reimbursement and regulatory compliance.

Capabilities

Code Review

• ICD-10-CM/PCS validation
• CPT/HCPCS verification
• Modifier appropriateness
• Sequencing accuracy
• Specificity assessment

Documentation Analysis

• Clinical support review
• Query identification
• Documentation gaps
• Clarity assessment
• Medical necessity

Compliance Validation

• Coding guidelines adherence
• Payer rules compliance
• Fraud and abuse screening
• Audit trail review
• Regulatory requirements

Error Identification

• Upcoding detection
• Unbundling identification
• Missing charges
• Incorrect modifiers
• Sequencing errors

Usage Guidelines

Audit Process

1. Select audit sample
2. Review documentation
3. Validate code assignments
4. Identify discrepancies
5. Document findings
6. Calculate accuracy rates
7. Provide recommendations

Audit Types

• Pre-bill audits
• Post-payment audits
• Focused audits
• Random sampling
• Targeted reviews

Documentation Standards

• Detailed audit worksheets
• Finding classifications
• Trend analysis
• Education recommendations
• Follow-up tracking

Integration Points

Related Processes

• Medical Coding Compliance
• Clinical Documentation Improvement
• Claims Management Workflow

Collaborating Skills

• clinical-documentation-query
• revenue-cycle-analytics
• regulatory-compliance-assessment

References

• ICD-10-CM Official Guidelines
• CPT coding guidelines
• CMS coding policies
• OIG compliance guidance