Back to Skills

hypogenic

Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.

17,798stars1,609forksUpdated 1/21/2026

Security Assessment

Safe(100/100)
Security Score100/100

About hypogenic

Hypogenic is an advanced AI skill designed for automated hypothesis generation and testing, leveraging large language models to facilitate scientific discovery. This skill addresses the challenges faced by researchers in generating testable hypotheses from complex datasets and integrating insights from existing literature. By providing a systematic approach to hypothesis exploration, it enables researchers to accelerate the pace of their investigations in various domains, such as deception detection, AI content detection, and mental health analysis. The automation of hypothesis generation allows for a more efficient use of time and resources, promoting a deeper understanding of empirical data.

FAQ

How do I install the hypogenic package?

You can install it using the command `pip install hypogenic`.

What configurations are required to use this skill?

You need to provide a configuration file in YAML format that specifies the task parameters.

Can I use hypogenic with local large language models?

Yes, Hypogenic supports both API-based models and local large language models.

What are the limitations of this skill?

Limitations may include dependencies on the quality of input data and literature, as well as potential computational resource requirements for large-scale processing.

Is there a specific domain this skill is optimized for?

Hypogenic is particularly well-suited for domains that require hypothesis-driven analysis, including mental health, AI-generated content identification, and predictive modeling.

Install hypogenic

Download and extract the skill files to your .claude/skills/ directory.

Quick Setup:

  1. Copy the skill folder to .claude/skills/
  2. Claude will automatically detect and use the skill