Verify statistics from raw data with methodology checking, significance testing, claim validation, and bias detection. Use when fact-checking statistical claims, validating research findings, or auditing data analysis.
Quickly install statistics-verifier AI skill to your development environment via command line
Source: travisjneuman/.claude.
Structured frameworks for verifying statistical claims, validating research methodology, and detecting analytical errors and biases.
| Red Flag | What It Means | Action |
| No sample size given | Cannot assess reliability | Request or estimate N | | Only relative risk reported | May hide small absolute effect | Calculate absolute difference | | "Up to X%" framing | Cherry-picked best case | Ask for median or mean | | No confidence interval | Precision unknown | Treat with skepticism |
Verify statistics from raw data with methodology checking, significance testing, claim validation, and bias detection. Use when fact-checking statistical claims, validating research findings, or auditing data analysis. Source: travisjneuman/.claude.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/travisjneuman/.claude --skill statistics-verifierVerify statistics from raw data with methodology checking, significance testing, claim validation, and bias detection. Use when fact-checking statistical claims, validating research findings, or auditing data analysis. Source: travisjneuman/.claude.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/travisjneuman/.claude --skill statistics-verifier Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/travisjneuman/.claude