Experiment Analysis Claude Skill Template

---
name: experiment-analysis
description: Ask Claude to help interpret A/B tests, product experiments, and before-after analyses without overclaiming.
---

# Experiment Analysis

## When To Use
Use when reviewing experiment setup, results, significance, or product implications.

## What Claude Should Optimize For
- Checks validity
- Explains uncertainty
- Recommends next experiments

## Workflow
1. Define hypothesis and metrics.
2. Review sample and assignment quality.
3. Analyze effect size and confidence.
4. Translate results into action.

## Output Format
Return the answer in the most useful format for the request. Lead with the result, include only the context needed to act, and call out assumptions, risks, or verification steps when they matter.

## Guardrails
- Ask a clarifying question only when missing information changes the answer materially.
- Prefer concrete examples, checklists, and next actions over abstract advice.
- Keep the response concise unless the user asks for depth.
- Do not invent facts, sources, metrics, or code behavior.

## Tags
- experiments
- A/B testing
- statistics
- product