菜单
Medical code mapping and classification tools. ICD-10-CM/PCS, CPT, SNOMED CT, HCPCS, LOINC, RxNorm. Code validation, mapping between terminologies, HCC risk adjustment, and reimbursement modeling.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/mkurman/zorai --skill medical-coding命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | medical-coding |
| description | Medical code mapping and classification tools. ICD-10-CM/PCS, CPT, SNOMED CT, HCPCS, LOINC, RxNorm. Code validation, mapping between terminologies, HCC risk adjustment, and reimbursement modeling. |
| tags | ["icd10","cpt","snomed","loinc","medical-coding","hcc","reimbursement","zorai"] |
Medical code mapping and classification: ICD-10-CM/PCS, CPT, SNOMED CT, HCPCS, LOINC, RxNorm. Covers code validation, cross-terminology mapping, HCC risk adjustment, and reimbursement modeling used in healthcare billing and clinical research.
hcc_map = {
"E11.9": "HCC 19", # Diabetes without complications
"I10": "HCC 134", # Essential hypertension
"N18.3": "HCC 138", # CKD stage 3
}
def calc_hcc(codes):
hccs = set()
for c in codes:
if c in hcc_map:
hccs.add(hcc_map[c])
return list(hccs)
print(calc_hcc(["E11.9", "I10"]))
valid_icd10 = set() # from official CMS file or lookup
def validate_code(code):
if code in valid_icd10:
return True, "Valid"
if code[:3] in valid_icd10:
return True, "Valid (category)"
return False, "Unknown code"