PREGNA-RISK: Pregnancy Risk in SLE/APS

Calculates a weighted composite score predicting adverse pregnancy outcomes in SLE/APS patients to guide risk stratification and management.

This code appears to be a straightforward, local risk calculator (no network calls or secret access). Before using it clinically: 1) review the full source (you have pregna_risk.py) to confirm behavior and to ensure no hidden I/O; 2) validate the model and weights against the cited literature and against real/known test cases; 3) run it in an isolated environment (virtualenv) and install numpy from PyPI; 4) do not feed identifiable patient data until you are satisfied with privacy practices — the tool prints reports to stdout and does not appear to exfiltrate data, but provenance is unclear (registry shows no homepage), so confirm authorship/maintenance and licensing; 5) treat outputs as decision support only and consult specialists before relying on the score for clinical care.

Type: OpenClaw Skill Name: pregna-risk Version: 1.0.0 The PREGNA-RISK skill is a legitimate medical risk stratification tool for SLE/APS patients. The Python code (pregna_risk.py) implements a weighted scoring system and a Monte Carlo simulation using NumPy to estimate uncertainty, while the documentation (SKILL.md) provides evidence-based clinical context and usage instructions without any signs of malicious intent or prompt injection.