appinsights-instrumentation
Instrument a webapp to send useful telemetry data to Azure App Insights
Instrument a webapp to send useful telemetry data to Azure App Insights
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...
Use when adding logging to services, setting up monitoring, creating alerts, debugging production issues, designing SLIs/SLOs, or implementing structured logging (Pino, Winston), metrics (Prometheus, DataDog, CloudWatch), or distributed tracing (OpenTelemetry).
Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java". Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure.
Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. Triggers: "azure-monitor-opentelemetry-exporter", "AzureMonitorTraceExporter", "AzureMonitorMetricExporter", "AzureMonitorLogExporter".
Deploy the Route Optimization demo including Marketplace data, notebook, and Streamlit app. Use when: setting up the route optimization demo after native app deployment. Triggers: deploy route optimization demo, setup route optimization demo, run route optimization demo.
Generate realistic taxi driver location data for the Fleet Intelligence solution using Overture Maps data and OpenRouteService for actual road routes. Configurable location (New York, London, San Francisco, etc.), number of drivers (default 80), days of simulation (default 1), and shift patterns. Use when: setting up driver location data, generating route-based simulation, deploying fleet dashboard. Triggers: generate driver locations, create driver data, setup fleet data, deploy streamlit, fleet intelligence dashboard.
Deploy the Retail Catchment Analysis Streamlit app with Overture Maps data. Use when: setting up retail catchment demo, deploying catchment analysis, creating retail location analysis app. Triggers: retail demo catchment, deploy retail catchment demo
Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. Triggers: "azure-monitor-opentelemetry", "configure_azure_monitor", "Application Insights", "OpenTelemetry distro", "auto-instrumentation".
Use this skill first whenever the user asks about SigNoz instrumentation, OpenTelemetry setup, querying, dashboards, alerts, troubleshooting, self-hosted deployment, API endpoints, auth headers, or where to find anything in SigNoz docs.
整合飞机几何特征模块(机翼控制面/翼尖装置/起落架/发动机/短舱/驾驶舱盖/舱门/硬点)并提供统一配置解析与验证接口。当用户需要完整几何特征定义或高级设计验证时调用。
Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...
Use when defining metrics before implementation, designing structured logging, setting SLO targets, instrumenting tracing boundaries, building health checks, or when an outage reveals missing signals and blind spots in operational visibility.
Set up and manage AgentSentry time & token tracking for this project
Transform a Claude Agent SDK agent to emit correct OpenTelemetry traces, structured logs, and CloudWatch EMF metrics so that all 9 Amazon Bedrock AgentCore Evaluation built-in evaluators pass with zero errors. Use this skill whenever the user mentions AgentCore evaluations, OTEL instrumentation for Claude Agent SDK agents, making a Claude agent compatible with Bedrock evaluations, or adding observability/telemetry to a Claude Agent SDK application. Also trigger when the user encounters AgentCore evaluation errors like AgentSpanMappingException, LogEventMissingException, or "span data is incomplete". This skill modifies only the instrumentation layer — it never changes the agent's application logic, tools, or prompts.
Register ML features with metadata and lineage
Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.
Configure AMM Standard Hook via Creator Hook Settings Registry
Generate PromQL queries for Prometheus monitoring, alerting rules, and Grafana dashboards. Use when writing metrics queries, SLO/SLI definitions, or recording rules.
Configures observability backends (LangSmith, Langfuse, OpenTelemetry) by generating the correct AI_SDK settings block, environment variables, and Django signal receivers. Invoke when the user says "add observability", "set up LangSmith", "configure Langfuse", "add OpenTelemetry tracing", "how do I trace my agents", "enable tracing", or "monitor my agent".
Dynamics Telemetry API skill. Use when working with Dynamics Telemetry for providers. Covers 1 endpoint.