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unisound-llm

unisound-pre-existing-review

by Unisound-LLM · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install unisound-pre-existing-review
Description
理赔既往症审核。由调用方传入完整题干(病历/材料 + 关系类型与报销结论格式),经内部医疗大模型判断其他诊断与主诊断关系及是否报销;仅含 scripts/run.py,无 _shared 依赖。
README (SKILL.md)

既往症审核

概述

面向理赔材料中的病历叙述或 OCR 文书,在调用方给定的分类下,判断其他诊断与主诊断的关系(常见为 并发症 / 疑似既往症 / 无关疾病)并给出是否报销报销 / 不报销),按题干规定的固定行格式输出。

本 skill 直连公司内部医疗大模型,输入输出约定与 insurance/claims-review/chronic-injury 等脚本一致;不替代承保条款与人工核赔结论。

数据与合规

  • 姓名、证件号、账户等须在调用方侧脱敏后再组题干;本脚本默认不落盘输入(除非 --output)。
  • 输出为辅助审核意见,不构成法律或最终理赔决定。

题目输入(三选一)

  1. --question:完整题干。
  2. --input PATH.json / .jsonl 为对象或单元素对象数组;须含 inputquestion。纯文本文件则整段作为题干。- 表示 stdin。
  3. stdin:非 TTY 时同 -

可选 meta / other:透传至结果 JSON 的 meta 字段。

典型题干结构(由调用方拼装)

  • 病历或材料摘录(可含 OCR 噪声)
  • 关系类型与是否报销的枚举说明
  • 严格输出模板(三行:关系类型: / 是否报销: / 判断依据:

运行结果

默认可解析 JSON:skill既往症审核statusokanswer 为模型文本,question 为本次用户消息全文。

用法

python3 scripts/run.py --input case.json --appkey YOUR_KEY

参数

chronic-injury 相同:--question--input--appkey--dry-run--index--match-id--batch--model--api-url--temperature--timeout--system-prompt--output--text-only

模型

默认 u1-insuremedhttps://maas-api.hivoice.cn/v1/chat/completions

Usage Guidance
This result is low confidence because the artifact directory and metadata could not be read; review should be rerun in an environment where the supplied files are accessible.
Capability Analysis
Type: OpenClaw Skill Name: unisound-pre-existing-review Version: 1.0.0 The skill is a legitimate utility designed to analyze medical insurance claims using a medical LLM. It processes medical records provided via command-line arguments, files, or stdin and sends them to a specific API endpoint (maas-api.hivoice.cn) for evaluation. The implementation in `scripts/run.py` uses only standard Python libraries, lacks any suspicious execution or exfiltration logic, and strictly adheres to the functionality described in `SKILL.md`.
Capability Assessment
Purpose & Capability
Not assessed from artifact content; file inspection failed before metadata.json or artifact files could be read.
Instruction Scope
Not assessed from artifact content; file inspection failed before SKILL.md or related files could be read.
Install Mechanism
Not assessed from artifact content; no install specs or manifest contents were accessible.
Credentials
Not assessed from artifact content; no capability or runtime evidence was accessible.
Persistence & Privilege
Not assessed from artifact content; no persistence, privilege, or credential evidence was accessible.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install unisound-pre-existing-review
  3. After installation, invoke the skill by name or use /unisound-pre-existing-review
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of med-pre-existing-review skill for pre-existing condition claims review. - Supports input via full question, JSON/JSONL file, or stdin; processes medical records and output per specified format. - Directly connects to internal medical LLM for diagnosis relationship and reimbursement judgement. - No reliance on _shared; includes only scripts/run.py. - Outputs are for auxiliary review, not legally binding or final claims decisions. - Follows input/output conventions similar to insurance/claims-review/chronic-injury.
Metadata
Slug unisound-pre-existing-review
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is unisound-pre-existing-review?

理赔既往症审核。由调用方传入完整题干(病历/材料 + 关系类型与报销结论格式),经内部医疗大模型判断其他诊断与主诊断关系及是否报销;仅含 scripts/run.py,无 _shared 依赖。 It is an AI Agent Skill for Claude Code / OpenClaw, with 61 downloads so far.

How do I install unisound-pre-existing-review?

Run "/install unisound-pre-existing-review" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is unisound-pre-existing-review free?

Yes, unisound-pre-existing-review is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does unisound-pre-existing-review support?

unisound-pre-existing-review is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created unisound-pre-existing-review?

It is built and maintained by Unisound-LLM (@unisound-llm); the current version is v1.0.0.

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