neuropixels-analysis

8.7

319

Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.

neuroscience

8.7

Rating

Installs

Data & Analytics

Quick Review

Exceptional skill for Neuropixels neural data analysis. The description clearly covers the skill's capabilities (loading, preprocessing, spike sorting, curation, AI-assisted analysis). The SKILL.md provides comprehensive task knowledge with complete code examples for the entire pipeline, from raw data to curated units. Structure is excellent—the main document provides a clear overview and quick-start guide while deferring detailed workflows to dedicated reference files. The skill demonstrates strong novelty by integrating complex domain-specific workflows (motion correction, Kilosort4, Allen/IBL curation standards, AI-assisted visual analysis) that would require extensive token usage and domain expertise for a CLI agent to replicate. The combination of automated metrics with AI-assisted curation for uncertain cases is particularly valuable. Minor improvements could include more explicit error handling patterns and troubleshooting guidance, but overall this is a highly polished, production-ready skill.