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data-validation-magnitude-checks

vamseeachanta
Updated 2 days ago
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About

This skill provides magnitude check techniques to validate key metrics in data analysis, helping developers spot unrealistic values. It includes sanity checks for user counts, revenue, conversion rates, and cross-validation methods like calculating metrics multiple ways. Use it during data review to catch errors by comparing figures against known benchmarks and logical boundaries.

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-magnitude-checks

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

GitHub Repository

vamseeachanta/workspace-hub
Path: .claude/skills/data/analytics/data-validation/magnitude-checks
0

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