Specification for instrumenting an opik-backend workflow with operational OpenTelemetry metrics — per-stage throughput/latency/error counters and native histograms, dimensioned per-customer (workspace). Use when a pipeline (scoring, ingestion, experiments, jobs) needs per-stage visibility. Covers metric emission only; building the Grafana dashboard from these metrics is a separate skill. Distinct from analytics-instrumentation (PostHog product events).
How to install metrics-instrumentation?
comet-ml/opik/metrics-instrumentation
$npx -y skills add comet-ml/opik --skill metrics-instrumentationInstalls into the current project.
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Run `npx skills use "https://github.com/comet-ml/opik" --skill "comet-ml/opik/metrics-instrumentation"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/comet-ml/opik" that are relevant to the current task. Run `npx skills add "https://github.com/comet-ml/opik"` and select the relevant skills, then follow their instructions.
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