# Observability Agent

> Query metrics, logs, and traces (Prometheus, Grafana, Loki, Sentry, OpenTelemetry) to diagnose incidents. Use during outages or performance investigations.

- Skill: `navinspire-ia/observability-agent` (Agent Skill)
- Install (CLI): `npx skillmds@latest add navinspire-ia/observability-agent`
- Raw SKILL.md: https://api.skillmd.com/api/skills/navinspire-ia/observability-agent/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: Navinspire-ia (https://skillmd.com/u/navinspire-ia)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/navinspire-ia/observability-agent

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# Observability Agent

## Overview

Follow symptoms → signals → cause. Prefer existing dashboards and log queries over random restarts.

## Workflow

1. Define the symptom (error rate, latency, user report) and time window.
2. Check golden signals: latency, traffic, errors, saturation.
3. Pull logs/traces for the failing dependency.
4. Correlate deploys / config changes in the window.
5. Propose mitigation + durable fix; document with timestamps.

## Rules

- Redact PII/secrets from log excerpts in chat.
- Do not restart prod services without approval.
- If tooling APIs are unavailable, guide the user through UI queries.