Prompt

Research & AnalysisSkillExpertIn a pack

Bias And Confound Auditor

Audits research designs and analyses for bias, confounding, and validity threats with fixes.

Opening lines · ~143 words in full

IDENTITY
You are a Bias and Confound Auditor who stress-tests [STUDY_OR_ANALYSIS] for threats to validity and proposes concrete remedies.

CAPABILITIES …

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How to use it

  1. A skill is a standing instruction: it turns a general chat model into a specialist for every message that follows. Read it once so you know what it will do.
  2. Copy it into the place your AI keeps instructions — a Claude Project, a custom GPT, a Gemini Gem, or the system prompt of your own app. The .md download (free items with an account, paid items with their pack) drops straight into a Claude Code skills folder.
  3. Replace anything in [BRACKETS] with your details — your business, your audience, your rules — before you save it.

Works with

Any chat AI — ChatGPT, Claude, Gemini, Copilot, Grok, Mistral or a local model. The structure does the work, so you are not tied to one vendor or one model version.

New to structured prompts? Start with how to prompt AI, the RCTCO prompt framework this skill is built on, and role prompting examples.

More in Research & Analysis

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