deploy-ml-model-serving
Facilitates the deployment of machine learning models to production with scalable infrastructure, monitoring, and A/B testing capabilities.
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Security score
The deploy-ml-model-serving skill was audited on Mar 3, 2026 and we found 11 security issues across 2 threat categories, including 1 high-severity. Review the findings below before installing.
Categories Tested
Security Issues
medium line 61
Curl to non-GitHub URL
SourceSKILL.md
| 61 | curl -X POST http://localhost:5001/invocations \ |
medium line 193
Curl to non-GitHub URL
SourceSKILL.md
| 193 | curl -X POST http://$EXTERNAL_IP/predict \ |
high line 310
Curl to non-GitHub URL
SourceSKILL.md
| 310 | **On failure:** Verify Prometheus scrape targets are UP (`http://prometheus:9090/targets`), check metrics endpoint accessibility (`curl http://model-pod:8000/metrics`), ensure Kubernetes service disco |
medium line 342
Wget to non-GitHub URL
SourceSKILL.md
| 342 | kubectl run -it --rm load-generator --image=busybox --restart=Never -- /bin/sh -c "while sleep 0.01; do wget -q -O- http://churn-prediction-service/predict; done" |
low line 61
External URL reference
SourceSKILL.md
| 61 | curl -X POST http://localhost:5001/invocations \ |
low line 80
External URL reference
SourceSKILL.md
| 80 | ENV MLFLOW_TRACKING_URI=http://mlflow-server:5000 |
low line 106
External URL reference
SourceSKILL.md
| 106 | url = "http://localhost:8080/invocations" |
low line 193
External URL reference
SourceSKILL.md
| 193 | curl -X POST http://$EXTERNAL_IP/predict \ |
low line 252
External URL reference
SourceSKILL.md
| 252 | --repo https://storage.googleapis.com/seldon-charts \ |
low line 310
External URL reference
SourceSKILL.md
| 310 | **On failure:** Verify Prometheus scrape targets are UP (`http://prometheus:9090/targets`), check metrics endpoint accessibility (`curl http://model-pod:8000/metrics`), ensure Kubernetes service disco |
low line 342
External URL reference
SourceSKILL.md
| 342 | kubectl run -it --rm load-generator --image=busybox --restart=Never -- /bin/sh -c "while sleep 0.01; do wget -q -O- http://churn-prediction-service/predict; done" |
Scanned on Mar 3, 2026
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/learn @pjt222/deploy-ml-model-serving