| name | icd10-cpt-coding-assistant |
| description | Automatically recommend ICD-10 diagnosis codes and CPT procedure codes from clinical notes. Trigger when: user provides clinical notes, patient encounter summaries, discharge summaries, or asks for medical coding assistance. Use for healthcare providers, medical coders, and billing professionals who need accurate code recommendations. |
| version | 1.0.0 |
| category | Clinical |
| tags | [] |
| author | AIPOCH |
| license | MIT |
| status | Draft |
| risk_level | Medium |
| skill_type | Tool/Script |
| owner | AIPOCH |
| reviewer | |
| last_updated | 2026-02-06 |
ICD-10 & CPT Coding Assistant
A medical coding assistant that parses clinical notes and recommends appropriate ICD-10 diagnosis codes and CPT procedure codes with confidence scoring.
Overview
This skill analyzes clinical documentation to extract relevant medical information and map it to standardized coding systems:
- ICD-10-CM: International Classification of Diseases, 10th Revision, Clinical Modification (diagnosis codes)
- CPT: Current Procedural Terminology (procedure/service codes)
Technical Difficulty: HIGH ⚠️
⚠️ HUMAN REVIEW REQUIRED: Medical coding directly impacts billing, reimbursement, and clinical documentation. All recommendations must be verified by a certified medical coder or healthcare provider.
Usage
python scripts/main.py --input "clinical_note.txt" [--format json|text]
Or use programmatically:
from scripts.main import CodingAssistant
assistant = CodingAssistant()
result = assistant.analyze("Patient presents with acute bronchitis...")
print(result.icd10_codes)
print(result.cpt_codes)
Parameters
| Parameter | Type | Default | Required | Description |
|---|
--input, -i | string | - | Yes | Path to clinical note file |
--format, -f | string | json | No | Output format (json, text) |
--output, -o | string | stdout | No | Output file path |
--confidence-threshold | float | 0.7 | No | Minimum confidence score (0.0-1.0) |
--include-alternatives | flag | false | No | Include alternative code suggestions |
