# spark-optimization

> Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning.

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.

- Type: Skill
- Made by: wshobson
- Category: Data & analytics
- Formats: Skills
- Version: 74a58b1
- Source: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization
- Page: https://pluginboard.ai/skills/spark-optimization

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the spark-optimization folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### Claude

In Claude (web or desktop): Download the spark-optimization folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### Gemini

In Gemini: Download the spark-optimization folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.copilot/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### Cursor

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.cursor/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### Claude Code

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.claude/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

Or all of Data Engineering, in Claude Code:

```text
/plugin marketplace add wshobson/agents
/plugin install data-engineering@claude-code-workflows
```

### Codex

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.agents/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### Antigravity

In Antigravity: Copy the spark-optimization folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### Gemini CLI

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.gemini/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### Replit

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization .agents/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### OpenClaw

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.openclaw/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### OpenCode

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.config/opencode/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

### Hermes Agent

Run in your terminal:

```shell
npx -y degit wshobson/agents/plugins/data-engineering/skills/spark-optimization ~/.hermes/skills/spark-optimization
```

View the folder on GitHub: https://github.com/wshobson/agents/tree/HEAD/plugins/data-engineering/skills/spark-optimization

---
From Pluginboard (https://pluginboard.ai).