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Spark Sql Optimizer

Optimize spark sql optimizer operations. Auto-activating skill for Data Pipelines. Triggers on: spark sql optimizer, spark sql optimizer Part of the Data Pipelines skill category. Use when working with spark sql optimizer functionality. Trigger with phrases like "spark sql optim…

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By jeremylongshore
2.7k392Updated 1 day agoPythonMIT

Skill Content

# Spark Sql Optimizer

## Overview

This skill provides automated assistance for spark sql optimizer tasks within the Data Pipelines domain.

## When to Use

This skill activates automatically when you:
- Mention "spark sql optimizer" in your request
- Ask about spark sql optimizer patterns or best practices
- Need help with data pipeline skills covering etl, data transformation, workflow orchestration, and streaming data processing.

## Instructions

1. Provides step-by-step guidance for spark sql optimizer
2. Follows industry best practices and patterns
3. Generates production-ready code and configurations
4. Validates outputs against common standards

## Examples

**Example: Basic Usage**
Request: "Help me with spark sql optimizer"
Result: Provides step-by-step guidance and generates appropriate configurations


## Prerequisites

- Relevant development environment configured
- Access to necessary tools and services
- Basic understanding of data pipelines concepts


## Output

- Generated configurations and code
- Best practice recommendations
- Validation results


## Error Handling

| Error | Cause | Solution |
|-------|-------|----------|
| Configuration invalid | Missing required fields | Check documentation for required parameters |
| Tool not found | Dependency not installed | Install required tools per prerequisites |
| Permission denied | Insufficient access | Verify credentials and permissions |


## Resources

- Official documentation for related tools
- Best practices guides
- Community examples and tutorials

## Related Skills

Part of the **Data Pipelines** skill category.
Tags: etl, airflow, spark, streaming, data-engineering

How to use

  1. Copy the skill content above
  2. Create a .claude/skills/claude-code-plugins-plus-skills-spark-sql-optimizer directory in your project (or ~/.claude/skills/claude-code-plugins-plus-skills-spark-sql-optimizer to use it in every project)
  3. Save the content as .claude/skills/claude-code-plugins-plus-skills-spark-sql-optimizer/SKILL.md
  4. Claude Code loads it automatically when the task matches, or run /claude-code-plugins-plus-skills-spark-sql-optimizer to invoke it directly

README

View on GitHub

Tons of Skills

A model-agnostic agent-skills platform. The canonical layer is harness-free by construction; Claude Code is the first and best-supported harness, and additional harnesses appear on this surface only when a declared, generated adapter exists — never by adjective.

Release CLI Plugins Skills GitHub Stars skills.sh Sponsor: Kobiton Buy me a monster

Install

Inside Claude Code, one command installs the whole marketplace:

/plugin marketplace add jeremylongshore/claude-code-plugins
<!-- The slug above is a FROZEN compatibility contract (blueprint § 6A.3): it is hardcoded in the CLI, the website Hero snippet, and hundreds of downstream READMEs, and GitHub's redirect to the canonical repo name is load-bearing. No redesign may "normalize" it to the canonical repo name. -->

Or use the CLI:

pnpm add -g @intentsolutionsio/ccpi
ccpi install devops-automation-pack

Browse the marketplace · Explore plugins · Download bundles

<!-- KILLER-SKILL:START — do not edit; run `node scripts/render-spotlight.mjs` -->

Killer Skill of the Week — no-ai-slop by Peter Yang

Strip AI slop from any draft — named-pattern edits that keep the writer's real voice

no-ai-slop does two jobs and refuses to fake a third. In Edit mode it makes the minimum effective edit — cutting throat-clearing, weak verbs, and abstract nouns while deliberately preserving the writer's cadence, bluntness, humor, and honest admissions, so a rough draft still sounds like the same person afterward. In Detect mode it names each AI-slop pattern it finds, quotes the offending line, and gives the fix in a few words — and pointedly does NOT score the draft or guess whether an AI wrote it. That restraint is the whole point: AI detectors guess; named patterns are evidence the reader can check. MIT-licensed, single focused skill, actively maintained by Peter Yang.

"AI detectors guess. Named patterns are evidence the user can check." — Peter Yang

Grade: A | Week of July 22, 2026 (W30) | View on GitHub

Previous picks: tonone, mnemos, databricks-pack, kobiton-automate, skyvern, code-cleanup, web-analytics, token-optimizer, executive-assistant-skills, skill-creator, cursor-pack, crypto-portfolio-tracker. See all at tonsofskills.com.

<!-- KILLER-SKILL:END --> <!-- SCALE:START — do not edit; run `node scripts/generate-readme-toc.mjs` -->

Scale, labeled

Every number below names the cohort it counts and the command that reproduces it — an unlabeled count is how a corpus ends up with five contradictory answers to "how many skills."

CountCohortReproduce with
471catalog plugins (catalog-entry cohort)node scripts/generate-readme-toc.mjs over marketplace.extended.json
3,114marketplace-visible skills (distinct)node -e "import('./scripts/corpus-resolver.mjs').then(m=>console.log(m.resolveCorpus('marketplace-visible').length))"
347agent definitions in pluginsgit ls-files 'plugins/**' | grep '/agents/.*\.md'
19plugin categoriesls -d plugins/*/
<!-- SCALE:END --> <!-- NPM-STATS:START — do not edit; daily cron updates this -->

📦 Live npm Downloads

Across 396 published packages in the claude-code-plugins namespace. Updated daily by GitHub Actions.

WindowAll packagesEstablished (>30d)
Last 24 hours962962
Last 7 days2,9202,916
Last 30 days12,86812,779

<sub>"Established" excludes packages first published within the last 30 days, so a bulk-publish event doesn't dominate the headline.</sub>

Top 10 by last 30 days:

#PackageLast 30d
1@intentsolutionsio/openrouter-pack556
2@intentsolutionsio/groq-pack496
3@intentsolutionsio/databricks-pack274
4@intentsolutionsio/clickhouse-pack273
5@intentsolutionsio/wallet-security-auditor263
6@intentsolutionsio/notion-pack258
7@intentsolutionsio/elevenlabs-pack244
8@intentsolutionsio/freshie-inventory-manager214
9@intentsolutionsio/supabase-pack210
10@intentsolutionsio/agency-os204

<sub>Last refreshed 2026-08-19T03:03:05.709Z.</sub>

<!-- NPM-STATS:END -->

Ways in

Five real questions, five doors — each resolves to a live, generated surface, never a hand-maintained list:

<!-- AUTO-TOC:START — do not edit; run `node scripts/generate-readme-toc.mjs` -->

Browse by category

The 19 categories below link into the live marketplace. Plugin counts are the catalog-entry cohort — regenerated from marketplace.extended.json by this generator; the catalog itself lives on tonsofskills.com, never in this file (§ 6A of the platform blueprint).

CategoryPlugins
🤖AI & Machine Learning36
🎭AI Agents & Agency10
🔌API Development26
💼Business Tools22
👥Community24
₿Crypto & Web327
💾Database26
🎨Design9
🔧DevOps & Infrastructure36
📚Examples & Templates5
🧩MCP Servers16
📦Packages5
⚡Performance25
✅Productivity32
🎁SaaS Skill Packs107
🔐Security27
✨Skill Enhancers9
🧪Testing28
📁Analytics1
<!-- AUTO-TOC:END -->

What the classes mean

Four artifact classes live in this repository, distinguished on sight and never blurred — provenance is a truth requirement here, not a UX nicety:

ClassWhat it isHow the reader can tell
Canonical skillFirst-party, harness-free, the source of truthNo .source.json in its plugin directory
Generated adapterA thin, machine-produced harness projectionLives under a generated path with a "generated — do not edit" header
First-party packageAn Intent Solutions distribution (npm, cowork zip)@intentsolutionsio scope, IS-authored license
Upstream mirrorSo

…

View source on GitHub

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