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在 OpenClaw 中安装
/install medical-auditor
功能描述
Audits hospital surgical logs against billing to find revenue leakage.
安全使用建议
This skill is coherent for an auditing task but it reads files that likely contain protected health information and prepares messages intended for external communication. Before installing or running it: 1) Ensure you have legal/organizational authorization to process these records (HIPAA/other regs). 2) Only run the skill in a secure, access-controlled workspace and avoid placing raw PHI in the agent workspace; consider using de-identified or test data. 3) Require a manual review step before any message is sent or any billing update is performed — do not allow automatic sending to WhatsApp or other external channels. 4) Verify audit trail/logging and who can view generated reports/messages. 5) If you need the skill to contact administrators automatically, require explicit, documented credentials and privacy controls and add de-identification/consent steps. If you cannot confirm these safeguards, treat the skill as unsafe for production use with real patient data.
功能分析
Type: OpenClaw Skill
Name: medical-auditor
Version: 1.0.0
The medical-auditor skill bundle contains instructions for an AI agent to perform a legitimate medical revenue audit by cross-referencing hospital logs with billing data. The logic described in SKILL.md is consistent with its stated purpose, focusing on identifying billing discrepancies and drafting a report, with no evidence of malicious intent, data exfiltration, or unauthorized execution.
能力评估
Purpose & Capability
Name and description (audit surgical logs against billing) line up with the instructions (find hospital_logs.json, extract notes and billed items, compare, report). No unexpected binaries, installs, or credentials are requested.
Instruction Scope
Runtime instructions tell the agent to read hospital_logs.json from the workspace and extract Surgeon Notes/Procedure Summary — this is appropriate for the task but the file likely contains protected health information (PHI). The skill also directs drafting a WhatsApp message to a Hospital Administrator requesting approval to update bills, which introduces a path for sensitive data to be formatted for external transmission. There are no safeguards (de-identification, consent, logging, or explicit human-review step) and no limitation on what fields to include in the drafted message.
Install Mechanism
Instruction-only skill with no install spec or code files — lowest installation risk. Nothing is written to disk by the skill itself beyond normal agent behavior.
Credentials
No environment variables or external credentials are requested, which is consistent if the skill only drafts content locally. However, the skill's intended workflow (drafting messages to an external administrator) deals with PHI and would normally require explicit handling/authorization and possibly external messaging credentials if automated sending were added. The skill does not declare any privacy or compliance controls despite handling sensitive data.
Persistence & Privilege
always is false and the skill is user-invocable. Autonomous invocation is allowed (platform default) — that is not flagged alone, but processing PHI with autonomous invocation increases risk. The skill does not request persistent system-wide privileges or to modify other skills' configurations.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install medical-auditor - 安装完成后，直接呼叫该 Skill 的名称或使用
/medical-auditor触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
- Initial release of the Medical Revenue Audit skill.
- Audits hospital surgical logs against billed items to identify revenue leakage.
- Extracts and compares "Surgeon Notes"/"Procedure Summary" with "Billed Items."
- Reports potential missed charges in a table with estimated leakage.
- Prepares a WhatsApp message draft for the Hospital Administrator with findings and recommendation.
元数据
常见问题
Medical Auditor 是什么？
Audits hospital surgical logs against billing to find revenue leakage. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 320 次。
如何安装 Medical Auditor？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install medical-auditor」即可一键安装，无需额外配置。
Medical Auditor 是免费的吗？
是的，Medical Auditor 完全免费（开源免费），可自由下载、安装和使用。
Medical Auditor 支持哪些平台？
Medical Auditor 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Medical Auditor？
由 Srikanth（@srikanth-hn）开发并维护，当前版本 v1.0.0。
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