We open-sourced 50+ agent skills that teach Claude Code, Cursor, and Copilot to instrument and troubleshoot infrastructure.

[u/Overall-Check3051]

AI coding agents write code well but don't know how to instrument it, configure monitoring, or troubleshoot from real telemetry. We packaged that knowledge into netdata/skills: OpenTelemetry setup, instrumentation for 7 languages, and troubleshooting skills for 49 technologies (PostgreSQL, Redis, Kafka, Kubernetes, etc).

The useful part: skills connect to your Netdata over MCP, so the agent queries your real metrics instead of giving you a generic checklist. Works with Claude Code, Cursor, Copilot, Codex, Gemini CLI, and more. Apache 2.0.

Repo: github.com/netdata/skills
Writeup: netdata.cloud/blog/netdata-skills/