Description
neurokit2 is an agent skill for building and auditing reproducible research workflows with NeuroKit2, a Python library for physiological signals. It covers preprocessing of physiological time series, event and interval analysis, and multimodal alignment of different signals. The skill is careful about its evidence. The snapshot was checked on 1 October 2026 against stable PyPI release 0.2.13, released on 2 March 2026, against its Python metadata and wheel dependencies, against the GitHub release notes and source at that tag, and against the official API pages and examples. The current wheel requires pandas below 3.0.0, and the refreshed core checks used Python 3.13, NumPy 2.5.3 and pandas 2.3.3, because forcing pandas 3 conflicts with the upstream metadata. The API fragments assume that you supply your own arrays and imports. Some optional paths, such as MNE source reconstruction, cvxEDA, EMD and pyRQA, were source-reviewed but not run. The skill states plainly that synthetic checks establish software behaviour, not empirical validity. Use it when you are analysing physiological signals for research and want the workflow to be reproducible and clearly documented.…
Highlights
- Physiological time-series preprocessing
- Event and interval analysis
- Multimodal signal alignment
- Checked against NeuroKit2 0.2.13
- Clear separation of software checks and validity
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neurokit2 FAQ
What is NeuroKit2?
A Python library for physiological signal analysis, used in biosignal research.
What does the skill cover?
Preprocessing of physiological time series, event and interval analysis, and aligning signals from several sources.
Which version was checked?
Stable PyPI release 0.2.13, released on 2 March 2026.
Does passing the synthetic checks prove the methods are valid?
No. The skill says synthetic checks establish software behaviour, not empirical validity.
Which pandas version does it need?
The current wheel requires pandas below 3.0.0, so the refreshed checks used pandas 2.3.3.
How do I install it?
Run npx skills add https://github.com/k-dense-ai/scientific-agent-skills --skill neurokit2.
Is it checked for security?
Its security audits show passes from Gen Agent Trust Hub, Socket and Snyk.
What are the best neurokit2 alternatives?
Popular alternatives to neurokit2 include hypogenic, pyhealth and content-research-writer. See all neurokit2 alternatives