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data-validation-join-explosion

vamseeachanta
Updated 2 days ago
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About

This skill helps detect and prevent join explosion in SQL queries, where many-to-many joins silently multiply rows and distort aggregations. It provides methods to identify the issue by comparing row counts and recommends fixes like using `COUNT(DISTINCT)`. Use it when validating data pipelines or analyzing query results to ensure join logic isn't inflating metrics.

Quick Install

Claude Code

Recommended
Primary
npx skills add vamseeachanta/workspace-hub -a claude-code
Plugin CommandAlternative
/plugin add https://github.com/vamseeachanta/workspace-hub
Git CloneAlternative
git clone https://github.com/vamseeachanta/workspace-hub.git ~/.claude/skills/data-validation-join-explosion

Copy and paste this command in Claude Code to install this skill

GitHub Repository

vamseeachanta/workspace-hub
Path: .claude/skills/data/analytics/data-validation/join-explosion
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