medical-coding-audit

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

509 stars

Best use case

medical-coding-audit is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

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

Teams using medical-coding-audit should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/medical-coding-audit/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/social-sciences-humanities/healthcare/skills/medical-coding-audit/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/medical-coding-audit/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How medical-coding-audit Compares

Feature / Agentmedical-coding-auditStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

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

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# 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

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