“OpenTelemetry”

Observability as an engineering discipline — wide events / canonical log lines, OpenTelemetry instrumentation (traces, metrics, context propagation, sampling…

Add OpenTelemetry spans with user_id and tenant_id in baggage to any new code path that handles requests, runs agents, or performs billable operations.

Observability with OpenTelemetry, metrics, and logging.

Deploy, review or scaffold a production-grade HA observability stack on any Kubernetes cluster (Prometheus with Thanos, Loki, Tempo, OpenTelemetry collectors…

Set up OpenTelemetry instrumentation for Vercel Tracing and query the resulting spans.

Creates production-ready .NET 10 Aspire projects with ASP.NET MVC + Razor + TypeScript frontend, REST API backend, Entity Framework, OpenTelemetry…

Specialized workflows for OpenTelemetry, Prometheus, Grafana, Jaeger, and AI-specific observability (token latency, model-aware routing).

Structured logging, distributed tracing, metrics, and health checks for Go services.

OpenTelemetry setup, span context propagation, sampling strategies, Jaeger queries

OpenClaw gateway operations and HTTP/API surface.

Distributed tracing with Jaeger, OpenTelemetry, and observability platforms for microservices insights

Application monitoring and observability including Prometheus, Grafana, OpenTelemetry, distributed tracing, alerting, and SLO design.

Guidelines for OpenTelemetry instrumentation, observability strategy, and standards.

Structured logging with Pino/Winston, OpenTelemetry tracing, metrics collection, Grafana dashboards, and alerting rules.

Use this skill to read DOCA hardware-counter events from a `doca_dev` through the per-domain Telemetry reader libraries: `doca_telemetry_pcc`, `_dpa`…

Use this skill when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including raw ATOF…

Sets up structured JSON logging, correlation IDs, and Sentry error monitoring.

Categorize and correlate Agent Host identifiers across VS Code and Copilot SDK runtime telemetry, including AHP, model-call, GitHub/Copilot service, and…

Design, implement, or review application telemetry instrumentation.

Expert at making systems observable and debuggable.

Inspect lane health and tokens-per-delivered-task before a parallel wave or after a failed dispatch; report evidence without choosing a replacement model.

OpenClaw gateway configuration reference.

Query and debug observability data — traces, logs, metrics, dashboards, alerts — in ClickStack/HyperDX (local dev + VPS prod).

Push records from apps, services, devices, or scripts directly into Unity Catalog Delta tables with Zerobus Ingest: SDKs (Python, TypeScript, Go, Java, Rust…