penguin tree ai
Innovation Experiment Design Framework
Innovation Experiment Design Framework
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Structures a rigorous learning experiment to test a new nonprofit program, intervention, or operating model before full investment — defining the riskiest assumption, a falsifiable hypothesis, a minimum viable test, success and kill metrics, and a learning capture plan. Use when designing a pilot, testing a new program idea, de-risking an intervention, or setting up a structured experiment before scaling.
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.