Observability

dashboard-builder helps you turn metrics into a practical operational dashboard for Grafana, SigNoz, or similar tools. Use the dashboard-builder skill when you need a clear dashboard-builder guide for health, bottlenecks, throughput, and action-focused panels instead of a vanity board.

Learn azure-monitor-query-java for Backend Development with install notes, client patterns, and practical logs and metrics usage. This azure-monitor-query-java skill covers the deprecated Azure Monitor Query SDK for Java, points to the newer split packages, and helps you read SKILL.md and examples quickly.

azure-monitor-ingestion-java skill for Java backend development that sends custom logs to Azure Monitor via Logs Ingestion API, DCR, and DCE. Use it to understand install steps, client setup, batching, error handling, async patterns, and practical usage with SKILL.md and references/examples.md.

azure-mgmt-weightsandbiases-dotnet is the .NET Azure Resource Manager SDK for Weights & Biases on Azure Marketplace. Use this azure-mgmt-weightsandbiases-dotnet skill for backend development to install the preview package, configure Azure Identity, and manage W&B instance provisioning, SSO, and resource lifecycle from C#.

root-cause-tracing helps you debug failures by tracing backward from the symptom to the original trigger. It is ideal for deep stack errors, misleading outputs, and cases where invalid data, paths, or working directories were introduced earlier. Use it as a root-cause-tracing guide for disciplined debugging and safer fixes.

azure-monitor-ingestion-py is a Python skill for sending custom logs to Azure Monitor Log Analytics with the Logs Ingestion API. It covers the required DCE, DCR, stream name, and authentication setup, making it useful for backend development, install planning, and practical usage with Azure monitoring workflows.