Open Skills Library
Your Lab Review Process. Written Down Once.
A skill is a clinical procedure an AI can follow every time: how you review a GI-MAP, how you read a DUTCH against the chart. Written by clinicians, open source, and one click to install in Meelio.
For licensed healthcare professionals. Skills are decision support for clinician review, not medical advice.
Read the full disclaimerLab review
5 skills for the functional panels that land on your desk every week.
Coming next: intake review · follow-up structure · care plan house style
One click from library to lab report
No pasting, no setup. A skill installs into Meelio in one click and runs against the chart.
01
Pick a skill
Each one is a complete review procedure: what to ask for, what order to read the report in, which red flags come first, and how to format the output.
02
Open it in Meelio
One click installs the skill into Settings, then Skills. No pasting, no setup.
03
Run it on the next report
Type / in a patient chat and the skill reads the labs, history, and medications from the record itself.
Where you run a skill matters
The skill is the same everywhere. What you may lawfully do with patient data is not. The portable versions on GitHub open with this check.
| Platform | What you may use |
|---|---|
| Meelio | Real patient data. The skill runs against the chart. |
| Claude (Free / Pro / Team) | De-identified data only. Never paste PHI. |
| Claude Enterprise / API | PHI only if your organization has an executed BAA. |
| ChatGPT (Free / Plus / Team) | De-identified data only. Never paste PHI. |
| ChatGPT Enterprise / OpenAI API | PHI only if your organization has an executed BAA. |
De-identification means removing all 18 HIPAA identifiers, not just the name. When in doubt, use Meelio or de-identify.
Written by clinicians. Credited to clinicians.
Every skill carries its author's name, credentials, and link, in the repo and on this site. If you have a review process worth sharing, the contributing guide covers the format and the review bar. Skills describe procedures, never patients.
Frequently Asked Questions
A clinical procedure written down once so an AI assistant can follow it every time: what to ask for, what order to read the report in, which red flags come first, and how to format the output. It is a procedure you install, not an app. In Meelio it installs in one click and runs against the patient record.
Skills run best against the chart.
In Meelio the same skill pulls the labs, history, and medications itself. Nothing pasted, nothing de-identified, HIPAA compliant.