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hypogenic

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Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets. Use for the `hypogenic` package, its task configs, hypothesis banks, or HypoBench datasets—not for manual hypothesis formulation or scientific validation.

skills/hypogenic/SKILL.md

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# HypoGeniC

## Scope and scientific boundary

This skill covers the ChicagoHAI software repository
`ChicagoHAI/hypothesis-generation` and PyPI package `hypogenic`.
HypoGeniC iteratively proposes and scores textual patterns from labeled data;
HypoRefine adds literature-derived information; union workflows combine banks.

Keep these boundaries explicit:

- The output is a bank of **candidate textual hypotheses and task-prediction
  statistics**. It is not experimental confirmation, causal evidence, a
  clinical conclusion, or proof of scientific novelty.
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