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penguin tree ai

Product Experiment Hypothesis Generator

Product Experiment Hypothesis Generator

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Generates 12 well-formed product experiment hypotheses across 6 intervention levers, each with a stated mechanism, primary and guardrail metrics, expected effect size, sample-size feasibility, and a prioritized test sequence. Use when planning A/B tests, building an experiment backlog, deciding what to test next to move a target metric, or converting a vague product idea into a testable hypothesis.
This skill is delivered as a .zip archive containing the skill in a named folder, matching the Anthropic SKILL.md format. Extract directly into your Claude Code skills directory (~/.claude/skills/) to install — or open and paste the contents into Claude.ai, ChatGPT, or any other AI tool.
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