Confound Audit | Agent Skills Atlas

About this skill

Use this skill after the headline query has run and reconciled, before drawing any conclusion. Run an explicit checklist of plausible confounders — selection effects, calendar effects, concurrent campaigns, ETL changes, holidays, weather, competing interventions, regulatory changes, market shifts. The confound list seeded in analytical-planning gets walked through one by one; new confounds that emerge during analysis get added. Required for medium and high-stakes analyses. Trigger on any move from "got the number" to "the number means X" — that move is what this skill gates.

Quick start

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Review, license & listing details

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Automated security scan: Partial

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 2af29aa6e4564796792d27757b50a7f3b998a476472c533171d681a8ffba16fc

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Original listing metadata

Original name

confound-audit

Original description

About this listing

Category: Data & analytics
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.