Description
hypogenic is an agent skill for planning and auditing the use of HypoGeniC and HypoRefine, tools from the ChicagoHAI project for language-model-assisted hypothesis generation from labelled text datasets. It covers the ChicagoHAI hypothesis-generation repository and the hypogenic package on PyPI. HypoGeniC iteratively proposes textual patterns from labelled data and scores them. HypoRefine adds information derived from the literature, and union workflows combine banks of hypotheses from both. The skill keeps its boundaries explicit: the outputs are candidate patterns to be tested, not established findings, and they depend on the quality and labelling of the data you supply. Use it when you have a labelled text dataset and want candidate explanations generated and scored, or when you want a plan that checks how an existing HypoGeniC or HypoRefine run was set up. The skill is part of the k-dense-ai scientific agent skills repository on GitHub, which has about 49,600 stars. The listing shows it as free, and it has about 1,800 installs. Its security audits show passes from Gen Agent Trust Hub and Socket, with a warning from Snyk.…
Highlights
- Generates hypotheses from labelled text
- HypoGeniC iterative pattern scoring
- HypoRefine adds literature-derived information
- Union workflows combine hypothesis banks
- Audits how a run was set up
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hypogenic FAQ
What does HypoGeniC do?
It iteratively proposes and scores textual patterns from labelled data, using a language model.
What does HypoRefine add?
Information derived from the literature, which the skill combines with the data-driven patterns.
Are the outputs findings?
No. The skill keeps its boundaries explicit, so the outputs are candidate patterns to test rather than established results.
What data does it need?
A labelled text dataset. The quality and labelling of that data shape what the tools can propose.
How do I install it?
Run npx skills add https://github.com/k-dense-ai/scientific-agent-skills --skill hypogenic.
Is it checked for security?
Its security audits show passes from Gen Agent Trust Hub and Socket, and a warning from Snyk.
What are the best hypogenic alternatives?
Popular alternatives to hypogenic include dhdna-profiler, neurokit2 and pyhealth. See all hypogenic alternatives