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samuhs/mad-science

v0.1.0

Hypothesis-driven data science skills: sharpen a hypothesis, write the experiment contract, slice it into a pipeline, implement it expectation-first in notebooks, review it, and turn results into an article.

hypothesys

Grill the user relentlessly about a data science or ML hypothesis until it is clear, falsifiable and tied to goal metrics: premises, baseline and success criteria. Use when starting an experiment, when the user wants to stress-test a hypothesis or idea, or says 'grill me', 'challenge my hypothesis' or 'is this testable'.

Read SKILL.md at the source

Pinned to revision 6754a6b08bf9, so it is the text this page describes rather than whatever the author pushed since.

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