Metrics Server

Use this skill when working on benchmark telemetry ingest, metrics-server run lifecycle, OTLP collection, SQLite storage, benchmark report export, or separating telemetry/reporting ownership from staged runtime servers.

mesh-llm c352f6e 1.0 KB Updated

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metrics-server

Use this skill when working on benchmark telemetry ingest, run lifecycle, or report export.

Commands

cargo build -p metrics-server

target/debug/metrics-server serve \
  --db /tmp/metrics.sqlite \
  --http-addr 127.0.0.1:18080 \
  --otlp-grpc-addr 127.0.0.1:14317

Benchmark reports should come from metrics-server data. Stage servers emit OTLP; they do not own canonical report export.

Workflow

  • Start metrics-server before a benchmark or experimental skippy run.
  • Pass the OTLP endpoint to skippy stages with --metrics-otlp-grpc.
  • Use --debug-retain-raw-otlp only for surgical debugging; default reports should avoid retaining raw payloads.
  • Finalize the run through the HTTP API and export report.json from metrics-server data.

mesh-llm/mesh-llm/tree/main/.agents/skills/metrics-server commit c352f6ef2f

Frequently asked questions

npx skillmds@latest add mesh-llm/metrics-server