medical-triage
Classify medical messages (emails, iMessages) as critical, urgent, or routine based on medical urgency indicators.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/binubmuse/medical-triageWhat This Skill Does
The medical-triage skill acts as a sophisticated, automated medical assistant designed to parse incoming patient communications—including emails and instant messages—and categorize them based on their urgency. By leveraging advanced natural language processing, the skill evaluates the semantic content of a message to detect specific medical indicators such as symptom descriptions, temporal urgencies, and patient history. It outputs a standardized classification of 'critical', 'urgent', or 'routine', providing medical staff with immediate visibility into which communications require the most pressing intervention. This tool ensures that life-threatening scenarios are prioritized instantly, reducing the risk of delayed care in busy clinical environments.
Installation
To integrate this skill into your OpenClaw environment, ensure you have the OpenClaw CLI installed and configured. Run the following command in your terminal:
clawhub install openclaw/skills/skills/binubmuse/medical-triage
For optimal results, it is recommended to use the Claude Sonnet 4.5 model with this skill. You can set the model globally by running openclaw models set anthropic/claude-sonnet-4-5.
Use Cases
- Automated Inbox Management: Automatically tagging support tickets or email inquiries to route them to the correct department (e.g., triage nurses vs. administrative staff).
- Patient Safety Monitoring: flagging incoming patient queries that mention severe symptoms, ensuring they reach a provider immediately.
- Workflow Optimization: Reducing the manual labor of reading through every patient query to identify those that require same-day attention.
Example Prompts
- "I am having severe tightness in my chest and my left arm is starting to feel numb. I'm scared." (Expected: critical)
- "I have had a fever of 103 degrees for the last two days and my current medication seems to be making me dizzy." (Expected: urgent)
- "Hi, I would like to request an appointment for a routine follow-up checkup sometime next week if possible." (Expected: routine)
Tips & Limitations
- Context is Key: For the most accurate results, include metadata such as patient history or known conditions within the message body or subject line if available.
- Human-in-the-Loop: Always treat this skill as an aid for triage, not a replacement for medical judgment. It is essential to have qualified personnel review all 'critical' and 'urgent' findings.
- Language Sensitivity: Ensure patient data is sanitized of PII according to your internal privacy guidelines before processing through external APIs, and verify that your local OpenClaw configuration complies with HIPAA or relevant regional data protection regulations.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-binubmuse-medical-triage": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: data-collection, external-api