home/categories/data-engineering/wshobson-agents-plugins-data-engineering-skills-spark-optimization-skill-md
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spark-optimization
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.
maintainer
wshobson
Updated 3/7/2026
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33377
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quick start
Installation and usage
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.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use spark-optimization