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neuroskill-sleep

Official

Clarify sleep stages and neural state shifts.

Data & Analytics#umap#health-metrics#sleep-analysis#eeg#neural-visualization#sleep-efficiency
AuthorNeuroSkill-com
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Transforms noisy EEG session logs into clear sleep stage breakdowns, efficiency scores, and bout trends so you can understand overnight recovery without manual inspection.

Core Features & Use Cases

  • Sleep stage classification: Uses EEG band-power heuristics to label Wake/N1/N2/N3/REM epochs, report efficiency, and highlight transitions and bout durations for any selected session range.
  • 3D UMAP visualization: Projects embedding vectors from two sessions to compare neural state separation, outlier counts, and cluster centroids, with GPU acceleration and cached results for repeat comparisons.
  • Sleep schedule management: Lets you view or update bedtime/wake presets for the classifier, aligning future analyses with consistent reference windows. Use Case: Compare last night’s session to a prior benchmark, then review the UMAP separation score to confirm the neural state shift and adjust your sleep schedule preset if needed.

Quick Start

Ask the skill to classify your most recent overnight session and summarize the stage counts, efficiency, and schedule alignment in a single report.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: neuroskill-sleep
Download link: https://github.com/NeuroSkill-com/skills/archive/main.zip#neuroskill-sleep

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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