Analytics & Monitoring Agent Skills

Build image analysis applications with Azure AI Vision SDK for Java.

Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive).

Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice…

Azure Machine Learning SDK v2 for Python.

Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry).

Azure Application Insights SDK for .NET.

Execute Mistral AI chat completions with streaming, multi-turn, and

Install and configure the Mistral AI SDK with authentication.

Set up comprehensive observability for Mistral AI with metrics, traces,

Work with MitoNet/Empanada for mitochondrial semantic and 3D instance segmentation in electron microscopy.

Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow…

Generates code that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or Bedrock.

When to activate: model evaluation, metrics, AUC-ROC, F1, RMSE, SHAP, calibration, fairness, confusion matrix, bootstrap

Build this skill enables AI assistant to provide interpretability and

Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT.

MANDATORY tracking protocol for multi-model validation.

Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis.

Molecular featurization for ML (100+ featurizers).

Stream live swarm events using the Monitor tool for real-time observability

Monitoring and observability patterns for Prometheus metrics, Grafana dashboards, Langfuse v4 LLM tracing (as_type, score_current_span…

System health check (MOT) for skills, agents, hooks, and memory