Lieflat Charts
Security scan passedTurns your data into polished, editorial HTML charts, chart decks or full-page reports, built from a library of tested templates.
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning.
Part of Data Engineering
by wshobson· Data & analyticsUnclaimed · Yours? Claim it
About
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.
Skills people install alongside spark-optimization.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.copilot/skills/spark-optimization
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.cursor/skills/spark-optimization
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.claude/skills/spark-optimization
/plugin marketplace add wshobson/agents /plugin install data-engineering@claude-code-workflows
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.agents/skills/spark-optimization
Runs on your machine.
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.gemini/skills/spark-optimization
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization .agents/skills/spark-optimization
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.openclaw/skills/spark-optimization
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.config/opencode/skills/spark-optimization
Runs on your machine.
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.hermes/skills/spark-optimization
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Security scan
Passed
Safe to install in every agent it supports. Runs in your agent, as instructions.
Skills people install alongside spark-optimization.
Turns your data into polished, editorial HTML charts, chart decks or full-page reports, built from a library of tested templates.
Makes your agent's charts follow Edward Tufte: high data-ink, direct labels, no chartjunk, plus accessible, responsive and dark-mode rules.
Gives your agent a designer's rules for clean, honest dashboards on the web or in SwiftUI, from KPI tiles to a screenshot QA pass.