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Install in OpenClaw
/install medical-auditor
Description
Audits hospital surgical logs against billing to find revenue leakage.
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install medical-auditor - After installation, invoke the skill by name or use
/medical-auditor - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Medical Auditor?
Audits hospital surgical logs against billing to find revenue leakage. It is an AI Agent Skill for Claude Code / OpenClaw, with 320 downloads so far.
How do I install Medical Auditor?
Run "/install medical-auditor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Medical Auditor free?
Yes, Medical Auditor is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Medical Auditor support?
Medical Auditor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Medical Auditor?
It is built and maintained by Srikanth (@srikanth-hn); the current version is v1.0.0.
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