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batch-processing-optimizer
batch-processing-optimizer - Skill Dossier
batch-processing-optimizer
Optimize Spark, Polars, DuckDB, and pandas batch workloads with disciplined engine choice, shuffle control, and memory-aware execution planning. Use when the bottleneck is batch compute shape, partitioning, or spill behavior. NOT for streaming pipelines, warehouse-only SQL tuning, or scheduler design.
Uncategorized
Allowed Tools
ReadWriteEditBash(python *python3 *spark-submit *duckdb *sh *)
Skills use the open SKILL.md standard — the same file works across all platforms.
Install all 544 skills as a plugin
claude plugin marketplace add curiositech/windags-skills
claude plugin install windags-skills
Claude activates batch-processing-optimizer automatically when your task matches its description.