coding-accuracy-validator

Validate ICD-10-CM and CPT/HCPCS codes against clinical documentation and NCCI edits.

6|5|Updated Feb 4, 2026
One-click install
npx skills add https://github.com/writer/skills --skill coding-accuracy-validator-writer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: coding-accuracy-validator
Source: https://github.com/writer/skills/tree/main/skills/coding-accuracy-validator
Command: npx skills add https://github.com/writer/skills --skill coding-accuracy-validator-writer

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill ensures the accuracy of medical coding by validating ICD-10-CM diagnosis codes and CPT/HCPCS procedure codes against clinical documentation and regulatory guidelines, reducing claim denials and compliance risks.

Core Features & Use Cases

  • Code Validation: Verifies ICD-10-CM and CPT/HCPCS codes against documentation, NCCI edits, and payer policies.
  • Compliance Checks: Identifies specificity issues, modifier errors, and medical necessity linkage problems.
  • Use Case: A medical coder can use this Skill to audit a set of coded claims before submission, receiving a detailed report on any potential inaccuracies or compliance risks.

Quick Start

Use the coding-accuracy-validator skill to check the accuracy of the provided codes against the clinical documentation.

Frequently Asked Questions about coding-accuracy-validator

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

FAQPage Schema
How do I validate ICD-10-CM and CPT codes against clinical documentation?

You can validate medical coding accuracy by inputting assigned ICD-10-CM and CPT/HCPCS codes alongside clinical documentation, encounter type, provider specialty, and payer information. The skill checks code specificity, modifier errors, and medical necessity linkage.

What is medical code auditing and how do NCCI edits affect claim compliance?

Medical code auditing checks ICD-10-CM and CPT/HCPCS codes against regulatory guidelines and payer policies. NCCI edits validate code combinations during this process to identify specificity issues, modifier errors, and medical necessity linkage problems, reducing compliance risks.

Can I use this to check CPT procedure codes for LCD and NCD policy compliance?

Yes, you can validate CPT/HCPCS procedure codes against LCD and NCD policies by providing payer information and clinical documentation. The skill verifies medical necessity linkage and identifies compliance issues before claim submission.

What input data is required to perform a coding accuracy review?

Performing a coding accuracy review requires structured input data including assigned ICD-10-CM and CPT/HCPCS codes, clinical documentation, encounter type, provider specialty, and payer information. These elements are necessary to verify code specificity and compliance.

Why does medical coding validation fail to catch modifier errors and specificity issues?

Coding accuracy validation fails when lacking complete clinical documentation or structured input. By checking codes against NCCI edits and LCD/NCD policies, the skill identifies specificity issues, modifier errors, and medical necessity linkage problems that cause claim denials.

Does the coding-accuracy-validator skill support training coders on compliance checks?

Yes, the coding-accuracy-validator skill supports training coders by providing detailed reports on compliance risks and coding inaccuracies. It validates code assignments against NCCI edits and payer policies, demonstrating proper specificity and medical necessity linkage.