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observability-audit

Score observability maturity across logs, metrics, traces, and alerts.

3|Updated Apr 1, 2026
Search Tags:#dashboards#logs#audit#metrics#observability#traces
One-click install
npx skills add https://github.com/anthril/official-claude-plugins --skill observability-audit-anthril
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: observability-audit
Source: https://github.com/anthril/official-claude-plugins/tree/main/plugins/devops/skills/observability-audit
Command: npx skills add https://github.com/anthril/official-claude-plugins --skill observability-audit-anthril

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Score and improve observability maturity by evaluating logs, metrics, traces, and alerts across services and presenting a consolidated heatmap and actionable findings.

Core Features & Use Cases

  • Per-service, per-pillar scoring (0–5) for logs, metrics, traces, and alerts.
  • Generates a cross-service heatmap to visualize coverage gaps and SLO readiness.
  • Supports static analysis, live data integration (Prometheus/Grafana/OTel/Datadog), and runtime simulations; outputs a repeatable report suitable for governance.

Quick Start

Run the observability-audit skill against your repository or runtime environment to produce a comprehensive report and remediation plan.

Frequently Asked Questions about observability-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit observability maturity across logs, metrics, traces, and alerts?▼

You can audit observability maturity by evaluating logs, metrics, traces, and alerts to generate per-service pillar scores (0–5), a cross-service heatmap, and actionable findings for remediation.

How do I score SLO readiness and identify observability coverage gaps in my services?▼

Scoring SLO readiness involves applying static repository analysis and runtime configurations to generate a consolidated heatmap, visualizing coverage gaps across your services.

Can I use static repository analysis to evaluate observability without live data?▼

Yes, you can use static analysis mode to evaluate repository configurations and generate per-service pillar scores without requiring live data integration from runtime environments.

Does observability auditing work with Prometheus, Grafana, OpenTelemetry, and Datadog?▼

Yes, live data integration supports Prometheus, Grafana, OpenTelemetry, and Datadog to apply runtime configurations and evaluate observability maturity across your services.

What is the four-pillar rubric for evaluating system observability?▼

The four-pillar rubric scores observability maturity by evaluating logs, metrics, traces, and alerts, applying static and runtime analysis to output a structured governance report.

What is the best way to generate a repeatable observability governance report?▼

Generate a repeatable governance report by running an observability audit that applies a four-pillar rubric across static, live, and runtime modes to produce structured findings and remediation plans.

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