Skill · Agent workflows

spark-optimization

Agent workflowsmcpdirectory↓ 6

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

Install
$ npx skills add wshobson/agents --skill spark-optimization

Generic steps — the original listing is authoritative. Copy the command, run it where you keep agent skills, then confirm version and requirements in the original listing.

At a glance

  • Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning.
  • 6 installs reported on mcpdirectory.
  • Published by wshobson — listed by mcpdirectory. Setup details live in the original listing.

How to use

  1. Copy the Install command above.
  2. Run it where you keep agent skills.
  3. Confirm version and requirements in the original listing.

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