Data & Statistics Integrity Suite
Three adversarial gates for analysts, researchers, and reporters who work with data. Audit any chart or statistic for misleading visuals and unsound math, grade every source by authority and independence, then verify the claims and flag compliance risks before anything goes public. Judge-only, read-only, and model-agnostic — works with any SKILL.md-compatible agent.
Works with every agent that reads SKILL.md — Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, and more.
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What's included
3 skills
A pre-publish audit gate to extract claims, verify facts, and flag compliance risks in public-facing content.
A reusable rubric that grades every source by type, recency, authority, independence, and corroboration, then ranks them and resolves conflicts by evidence weight.
An adversarial gate that audits any chart, data summary, or statistic for misleading visuals and unsound inference, then returns one PASS/REVISE/FAIL verdict.
See it in action
You say
Audit this snippet for a US-targeted Facebook ad: "Our supplement is the #1 doctor-recommended way to lose 20lbs in 30 days, guaranteed. Join 50,000 users today!" No sources provided.
Your agent does
VERDICT: HOLD
- [s1] "#1 doctor-recommended" — SUPERLATIVE, UNVERIFIED — Fix: Remove or cite a specific study.
- [s1] "lose 20lbs in 30 days" — REGULATED, UNVERIFIED — Health claim lacks data and "results not typical" disclosure. Fix: Remove specific weight/time promise.
- [s1] "guaranteed" — Fix: Remove.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.