ClaudSkills / Engineering / data-engineering

Spark Engineer

Quality score: 70/100 · Category: Engineering · Sub-category: data-engineering

Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, or big data workloads. Invoke to write DataFrame transformations, optimize Spark SQL queries, implement RDD pipelines, tune shuffle operations, configure executor memory, process .parquet files, handle data partitioning, or build structured streaming analytics.

What this skill does

Spark Engineer is a production-ready Claude Code skill (quality score 70/100) in the data-engineering sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/spark-engineer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, or big data workloads. Invoke to write DataFrame transformations, optimize Spark SQL queries, implement RDD pipelines, tune shuffle operations, configure executor memory, process .

Who uses this skill

The Spark Engineer skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/spark-engineer
curl -L https://claudskills.com/skills/spark-engineer/SKILL.md \
  -o ~/.claude/skills/spark-engineer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/spark-engineer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/spark-engineer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\spark-engineer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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