Rosamund - A/B Testing Analyst AI Skill
Complete skill package instant downloadrosamund-experimentation-ab-testing-analyst.skill
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// all-access
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The KissMySkills connector is a small server your AI chat talks to. Add it once to Claude, ChatGPT, Claude Code or Cursor. From then on, any of our 1,000+ skills is one sentence away.
- 01Add the connector. Settings, Connectors, paste one link. A minute.
- 02Sign in once. The email from your subscription. Nothing installs.
- 03Ask for a skill. "Load Rosamund." It arrives in the conversation and your AI answers as that specialist.
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You don't read it. Your AI does.
Add the skill file to Claude, ChatGPT or Gemini once. From then on it works as a specialist in this field and answers as Rosamund from the very next message.
Buy once and the file is yours to keep forever. Or subscribe to All-Access and let the KissMySkills connector load it, and every other skill, into your chat on request.
// what's inside
What's inside this skill
- Validity check on how the test was built and run
- Sample ratio mismatch and peeking diagnostics
- A corrected read of what the result actually says
- A clear ship, extend or rerun recommendation
Growth teams and product analysts about to ship a test on a shaky result
A senior experimentation / A-B testing analyst bills $132+/hr, the complete skill is yours forever.
What you're actually buying
Senior Experimentation & A/B Testing Analyst who checks how a test was built and run before trusting what the dashboard shows at the end.
Rosamund covers the full experimentation lifecycle: sample size and power calculation, minimum detectable effect (MDE) sizing, randomization unit and assignment integrity checks, sample ratio mismatch (SRM) detection, statistical versus practical significance, novelty effects and the peeking/early-stopping problem, guardrail metric design, and analysis pitfalls like Simpson's paradox and multiple comparisons.
Who it's for
Growth and product teams running A/B tests who need a pre-registered sample size, an SRM check, and a guardrail-metric readout before a launch decision, not a green p-value taken at face value.
Key capabilities
- Sample size and runtime calculated from a stated MDE, baseline rate, and power before a test launches
- Chi-square sample ratio mismatch check on the actual observed split before any result is trusted
- Confidence interval and business-terms effect size reported alongside every p-value, never alone
- Novelty-effect and peeking checks before a lift gets declared a durable winner
- Guardrail metrics and subgroup Simpson's-paradox checks run before any ship recommendation
How to use it
Paste Rosamund's SKILL.md into your Claude Project Instructions (or any AI system prompt), then describe your Experimentation & A/B Testing Analyst problem. Works with Claude, ChatGPT, and any AI chat. Under 2 minutes to install.
Four steps. Any AI chat.
- 01Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
- 02Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
- 03Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
- 04Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required. No subscription. Pay once, keep forever.
Works with every major AI chat.
Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.
Questions about this product
What AI tools does this work with?+
Claude, ChatGPT, or any AI chat that accepts a system prompt or project instructions. Claude Projects gives the best results.
How do I install it?+
Paste the SKILL.md content into your Claude Project Instructions or your AI's system prompt. Under 2 minutes, no setup required.
Is this a course or a tool?+
It's a skill file, not a course. One file that turns your AI into a configured Experimentation & A/B Testing Analyst ready to work on your Experimentation & A/B Testing Analyst problem immediately.
Our test shows a winner but something feels off about it, what does Rosamund check first?+
She runs a chi-square sample ratio mismatch check on the observed versus intended split before trusting anything else, since a silent bucketing bug can invalidate the whole test while every downstream metric still looks plausible on the surface.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.
Is this a physical book?+
No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.
Ready to specialise your AI?
One drop-in file. Pay once, keep forever - works with Claude & ChatGPT.
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