Reviews Prometheus instrumentation in Go code for proper metric types, labels, and patterns. Use when reviewing code with prometheus/client_golang metrics.
View on GitHubskills/prometheus-go-code-review/SKILL.md
February 1, 2026
Select agents to install to:
npx add-skill https://github.com/existential-birds/beagle/blob/main/skills/prometheus-go-code-review/SKILL.md -a claude-code --skill prometheus-go-code-reviewInstallation paths:
.claude/skills/prometheus-go-code-review/# 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
## Metric Type Selection
| Measurement | Type | Example |
|-------------|------|---------|
| Requests processed | Counter | `requests_total` |
| Items in queue | Gauge | `queue_length` |
| Request duration | Histogram | `request_duration_seconds` |
| Concurrent connections | Gauge | `active_connections` |
| Errors since start | Counter | `errors_total` |
| Memory usage | Gauge | `memory_bytes` |
## Critical Anti-Patterns
### 1. High Cardinality Labels
```go
// BAD - unique per user/request
counter := promauto.NewCounterVec(
prometheus.CounterOpts{Name: "requests_total"},
[]string{"user_id", "path"}, // millions of series!
)
counter.WithLabelValues(userID, request.URL.Path).Inc()
// GOOD - bounded label values
counter := promauto.NewCounterVec(
prometheus.CounterOpts{Name: "requests_total"},
[]string{"method", "status_code"}, // <100 series
)
counter.WithLabelValues(r.Method, statusCode).Inc()
```
### 2. Wrong Metric Type
```go
// BAD - using gauge for monotonic value
requestCount := promauto.NewGauge(prometheus.GaugeOpts{
Name: "http_requests",
})
requestCount.Inc() // should be Counter!
// GOOD
requestCount := promauto.NewCounter(prometheus.CounterOpts{
Name: "http_requests_total",
})
requestCount.Inc()
```
### 3. Registering Per-Request
```go
// BAD - new metric per request
func handler(w http.ResponseWriter, r *http.Request) {
counter := prometheus.NewCounter(...) // creates new each time!
prometheus.MustRegister(counter) // panics on duplicate!
}
// GOOD - register once