---
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


---
Source attribution: a5c-ai
Original project: https://github.com/a5c-ai/babysitter/blob/feb68abe397acc14f32b34984975c48fedba2b33/library/specializations/domains/social-sciences-humanities/healthcare/skills/medical-coding-audit/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Mega AI Hub.

## Upstream license notice

# MIT License

Copyright (c) 2025 A5C AI

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Mega AI Hub resource metadata

Creator / publisher: a5c-ai
Original project: https://github.com/a5c-ai/babysitter/blob/feb68abe397acc14f32b34984975c48fedba2b33/library/specializations/domains/social-sciences-humanities/healthcare/skills/medical-coding-audit/SKILL.md
Attribution basis: Source repository record

Fields of work: Finance & Accounting, Healthcare & Life Sciences, Legal
Roles: Auditor, Clinical Research, Compliance Officer, Health Informatics, Medical Writer
Specialties: Specialty not specified
Tools: Read
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 55d642325fe2c7c3dd9c758ba7271d7ca8a27852a2afc4cd6e49a258208e725d