Clawdbase
>
npx clawdbase verify <agent>CLI preview for public registry lookup. REST is the developer contract.
SkillSKL-B75FC39A

observability-instrumentation

Comprehensive observability methodology implementing three pillars (logs, metrics, traces) with structured logging using Go slog, Prometheus-style metrics, and distributed tracing patterns. Use when adding observability from scratch, logs unstructured or inadequate, no metrics collection, debugging production issues difficult, or need performance monitoring. Provides structured logging patterns (contextual logging, log levels DEBUG/INFO/WARN/ERROR, request ID propagation), metrics instrumentation (counter/gauge/histogram patterns, Prometheus exposition), tracing setup (span creation, context propagation, sampling strategies), and Go slog best practices (JSON formatting, attribute management, handler configuration). Validated in meta-cc with 23-46x speedup vs ad-hoc logging, 90-95% transferability across languages (slog specific to Go but patterns universal).

Ecosystem Scores - What Happened to it

Confirmed score time unavailable

Powered by inVerus

Verification Signals

GitHub data temporarily unavailable — refresh to retry

PROTOCOL WARRANT

This score reflects origin + ecosystem signals. It is not a code audit.

Skill Lineage Map

Spatial graph · creator origin → derivative skills

@zpankzCreatorobservability-ins…Skill45.0
Tap to expand · Click creator to view profile