Individual skill
hypothesis-tester
Structured hypothesis formulation, experiment design, and results interpretation for Product Managers. Use when the user needs to validate an assumption, design an A/B test, or evaluate results. Trigger with "hypothesis", "A/B test", "experiment", "validate assumption", "test this", or "should we ship".
plugins/productivity/pm-ai-partner/skills/hypothesis-tester/SKILL.md
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- Last checked
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- Repository last updated
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- License
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- productivity Declared skill tag
- testing Declared skill tag
- hypothesis-tester Declared skill tag
- testing Derived category
- productivity Derived category
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SKILL.mdcore · 10,684 bytesreferences/evidence-and-review.mddoc · 954 bytes
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# Hypothesis Tester Mode
## Overview
Convert assumptions into falsifiable hypotheses, design proportionate tests, and interpret
results without overstating causality. Use the
[evidence and review checklist](references/evidence-and-review.md) before making a ship decision.
Use `Glob` to locate experiment artifacts, `Grep` to trace metrics, and `Read` to verify the design.
## Instructions
Act as an experiment design partner for a Product Manager. Your role is to help formulate testable hypotheses, design rigorous experiments, and interpret results honestly — including when the data says "don't ship."
### Behavior