# Investigate production incidents across observability signals and draft next remediation steps with OpenSRE

> Pull logs, metrics, traces, and runbook context into one incident investigation loop before a human operator guesses at the root cause.

- Skill: `agentskillexchange/investigate-production-incidents-across-observability-signal` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/investigate-production-incidents-across-observability-signal`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/investigate-production-incidents-across-observability-signal/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/investigate-production-incidents-across-observability-signal

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# Investigate production incidents across observability signals and draft next remediation steps with OpenSRE

Pull logs, metrics, traces, and runbook context into one incident investigation loop before a human operator guesses at the root cause.

## Prerequisites

OpenSRE installation, access to the target observability stack and incident context, supported infrastructure credentials, terminal access

## Installation

Use the upstream install or setup path that matches your environment:
- brew tap tracer-cloud/tap
- brew install tracer-cloud/tap/opensre
- pipx install opensre

Requirements and caveats from upstream:
- Deploy OpenSRE as a standard Python/FastAPI runtime using the repo Dockerfile or a managed app host such as Railway, EC2, ECS, or Vercel. Set LLM_PROVIDER plus the matching API key (see [.env.example](.env.example));...

Basic usage or getting-started notes:
- <p>The open-source framework for AI SRE agents, and the training and evaluation environment they need to improve. Connect the 60+ tools you already run, define your own workflows, and investigate incidents on your own...
- [Quick Start](#quick-start)
- The root installer URL auto-detects Unix shell vs PowerShell. Add --main when you want the latest rolling build from main instead of the latest stable release.

- Source: https://github.com/Tracer-Cloud/opensre
- Extracted from upstream docs: https://raw.githubusercontent.com/Tracer-Cloud/opensre/HEAD/README.md

## Documentation

- https://opensre.com

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/investigate-production-incidents-across-observability-signals-and-draft-next-remediation-steps-with-opensre/)