Agent skill · data analytics · aiskillstore
observability-engineer
Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows.
Why this skill is useful
Adds comprehensive monitoring, logging, and tracing strategies with specific tools and practices that enhance observability capabilities.
What it needs
Requires aws-x-ray, cloudwatch, datadog, elasticsearch, fluentd, grafana, influxdb, jaeger, kibana, logstash, loki, nagios, newrelic, pagerduty, prometheus, splunk, zabbix, zipkin installed locally. Requires aws, datadog, newrelic, splunk account access. About 7k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications. Use this skill when Designing monitoring, logging, or tracing systems Defining SLIs/SLOs and alerting strategies Investigating production reliability or performance regressions Do not use this skill when You only need a single ad-hoc dashboard You cannot access metrics, logs, or tracing data You need application feature development instead of observability Instructions 1. Identify critical services, user journeys, and reliability targets. 2. Define signals, instrumentation, and data retention. 3. Build dashboards and alerts aligned to SLOs. 4. Validate signal quality and reduce alert noise. Safety Avoid logging sensitive data or secrets. Use alerting thresholds that balance coverage and noise. Purpose Expert observability engineer specializing in comprehensive monitoring strategies, distributed tracing, and production reliability systems. Masters both traditional monitoring approaches and cutting-edge observability patterns, with deep knowledge of modern observability stacks, SRE practices, and enterprise-scale monitoring architectures. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/observability-engineer