prometheus-go-code-review

Installation
SKILL.md

Prometheus Go Code Review

Review Checklist

  • Metric types match measurement semantics (Counter/Gauge/Histogram)
  • Labels have low cardinality (no user IDs, timestamps, paths)
  • Metric names follow conventions (snake_case, unit suffix)
  • Histograms use appropriate bucket boundaries
  • Metrics registered once, not per-request
  • Collectors don't panic on race conditions
  • /metrics endpoint exposed and accessible

Hard gates (sequenced)

Complete in order before recording a finding. Skip gates that clearly do not apply to the diff.

  1. Evidence scope — Enumerate the files you are reviewing that touch Prometheus (prometheus/client_golang, promauto, promhttp, or MustRegister). Pass: you have a concrete path list (from the diff or an explicit file set); no repo-wide claim without at least one path.

  2. Label cardinality — For each *Vec or labeled metric in scope, list label names and where values come from (constants, bounded codes, vs request-derived strings). Pass: no label uses unbounded values (e.g. raw user_id, full URL path, timestamps) unless the code uses a bounded mapping and you cite it.

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Jan 20, 2026