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databricks-synthetic-data-gen

80 / 100 · Low risk

Fine to try.

By stanfish06/skillquarium (GitHub) · data · 12 stars · scanned at commit f748ea9

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'.

Works with any agent that supports SKILL.md skills.

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What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'databricks-synthetic-data-gen' ] || [ -L ~/.agents/skills/'databricks-synthetic-data-gen' ]; then echo 'A skill folder named databricks-synthetic-data-gen already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/stanfish06/skillquarium' "$d" && git -C "$d" checkout --quiet 'f748ea91aa51ce8fc42c27c809dba73a8377b1d5' -- 'skills/databricks-synthetic-data-gen' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/databricks-synthetic-data-gen' ~/.agents/skills/'databricks-synthetic-data-gen' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'databricks-synthetic-data-gen' ~/.claude/skills/'databricks-synthetic-data-gen' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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