Open-source Fabric Spark Operations Skill — looking for feedback
Hey everyone,
We're on the Fabric Data Engineering team. We built the **Fabric Spark Operations Skill** — an open-source diagnostic tool that lets you troubleshoot Spark workloads in plain English from GitHub Copilot, VS Code, Claude, or your preferred AI assistant. It queries the Fabric APIs and returns a severity-ranked report with root cause analysis, performance insights, and fix recommendations.
It handles common scenarios such as workspace-level Spark job analysis, failed notebook diagnosis, pipeline failure tracing, historical run patterns, and more.
Setup takes a few minutes — install the skill, run `az login`, and you're ready to go.
**Repo:** skills-for-fabric/skills/spark-operations-cli at main · microsoft/skills-for-fabric
We'd love feedback from the community - try it out and let us know what works, what's missing, or what you'd want to see next. Comments here or GitHub issues both welcome!