medical-coding-audit
Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement opportunities and coding errors
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
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/medical-coding-audit/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How medical-coding-audit Compares
| Feature / Agent | medical-coding-audit | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/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.
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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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