medical-coding

Provide medical coding knowledge and validation tools for healthcare software engineering.

1|1|Updated May 16, 2026

Search Tags:#CPT #healthcare software #medical coding #ICD-10-CM #LCD #HCPCS #NCCI #NCD

Ready to run

npx skills add https://github.com/aks-builds/healthcareskills --skill medical-coding

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: medical-coding
Source: https://github.com/aks-builds/healthcareskills/tree/main/skills/medical-coding
Command: npx skills add https://github.com/aks-builds/healthcareskills --skill medical-coding

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides essential medical coding knowledge and tools for software engineers building healthcare applications, enabling accurate handling of codes and related workflows.

Core Features & Use Cases

ICD-10-CM/PCS, CPT, HCPCS, NDC, CDT, MS-DRG, APC: Comprehensive information and guidelines for various medical code systems.
Code Mapping and Validation: Assistance in mapping clinical concepts to appropriate billing codes and validating them.
NCCI Edits and LCD/NCDs: Guidance on National Correct Coding Initiative edits and Local Coverage Determinations for improved coding accuracy.
Audit Programs: Knowledge of various audit programs relevant to healthcare coding and compliance.
HCC Overlap: Understanding the interaction between CAC and HCC vendors for risk-adjustment coding.
Use Case: An engineer developing a computer-assisted coding (CAC) product can use this Skill to ensure proper code mapping and validation, reducing the risk of errors and denials.

Quick Start

Use the medical-coding skill to learn about ICD-10-CM coding for diagnoses.

Frequently Asked Questions about medical-coding

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I validate ICD-10-CM and CPT codes in healthcare software?▼

You can validate ICD-10-CM and CPT codes in healthcare software by using a medical coding knowledge base that provides code mapping rules, validation logic, and NCCI edits to reduce billing errors and denials.

What are NCCI edits and how do they work in medical coding applications?▼

NCCI edits are National Correct Coding Initiative rules that prevent improper billing of procedure code combinations. In medical coding applications, they function as automated validation checks to ensure submitted codes comply with coverage policies.

Can I use a medical coding reference to map clinical concepts to HCPCS and MS-DRG codes?▼

Yes, you can use a medical coding reference to map clinical concepts to HCPCS and MS-DRG codes. It provides comprehensive guidelines for various code systems to assist in accurate billing code assignment within software workflows.

Does building a computer-assisted coding product require understanding LCD and NCD coverage determinations?▼

Building a computer-assisted coding product requires understanding Local Coverage Determinations (LCD) and National Coverage Determinations (NCD) to ensure generated codes align with specific payer guidelines and reduce claim denial risks.

What is the best way to handle HCC overlap when developing risk-adjustment coding software?▼

The best way to handle HCC overlap in risk-adjustment coding software is to reference knowledge of CAC and HCC vendor interactions, ensuring accurate code mapping and validation for compliance and audit programs.