Databricks Synthetic Data Gen

Quality score: 70/100 · Category: General · Sub-category: general-misc

Generate realistic synthetic data using Spark + Faker (strongly recommended). Supports serverless execution, multiple output formats (Parquet/JSON/CSV/Delta), and scales from thousands to millions of rows. For small datasets (<10K rows), can optionally generate locally and upload to volumes. Use when user mentions 'synthetic data', 'test data', 'generate data', 'demo dataset', 'Faker', or 'sample data'.

What this skill does

Databricks Synthetic Data Gen is a production-ready Claude Code skill (quality score 70/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/databricks-synthetic-data-gen/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when user mentions 'synthetic data', 'test data', 'generate data', 'demo dataset', 'Faker', or 'sample data'.

Who uses this skill

The Databricks Synthetic Data Gen skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. 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/databricks-synthetic-data-gen
curl -L https://claudskills.com/skills/databricks-synthetic-data-gen/SKILL.md \
  -o ~/.claude/skills/databricks-synthetic-data-gen/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/databricks-synthetic-data-gen/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/databricks-synthetic-data-gen/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\databricks-synthetic-data-gen\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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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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