Skills
.Work. You
Rest

fabric-spark-compute-remediate

Community

Diagnose and remediate Fabric Spark compute.

Data & Analytics#troubleshooting#remediation#spark#fabric#throttling#autoscale#pools
AuthorPatrickGallucci
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Microsoft Fabric Spark compute environments can experience throttling, slow startup, environment publishing failures, and burst-related capacity issues that interrupt workloads. This skill delivers structured diagnostic workflows and remediation guidance to restore performance and stabilize Spark sessions.

Core Features & Use Cases

  • Structured diagnostic workflows for common Spark compute problems, including HTTP 430 throttling, queueing, and library conflicts.
  • Workspace and pool guidance covering Starter and Custom pools, autoscale behavior, node sizing, and VNet/private link considerations.
  • Operational remediation steps that guide users through capacity analysis, environment publishing fixes, and session optimizations.
  • Use Case: A data engineer quickly identifies whether to scale up the SKU or enable queueing to recover a stalled Spark job.

Quick Start

Resolve Spark compute issues by running the skill in a Fabric workspace with appropriate admin access and follow the diagnostic prompts to identify and remediate the root cause.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: fabric-spark-compute-remediate
Download link: https://github.com/PatrickGallucci/fabric-skills/archive/main.zip#fabric-spark-compute-remediate

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 510,000+ vetted skills library on demand.