ClaudeEEG

Expert EEG/MEG analysis, BCI development, and neuroscience signal processing — from raw recordings to production-grade models. Covers theory, preprocessing pipelines, ML/DL modeling, real-time classification, statistical analysis, and data ingestion.

26 stars 2 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add Krish-mal15/ClaudeEEG --skill ClaudeEEG

Manual install

git clone --depth 1 https://github.com/Krish-mal15/ClaudeEEG.git /tmp/ClaudeEEG
mkdir -p ~/.claude/skills
cp -r /tmp/ClaudeEEG/. ~/.claude/skills/ClaudeEEG

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# ClaudeEEG

> A second brain for automated EEG analysis — from messy recordings to production-grade models.

---

## Overview

Load this skill whenever the user's request involves EEG data, neuroscience signal processing, BCI pipelines, or any brain-data analysis task. This document is structured as a _living reference_: read the relevant section(s) for each task and reason from first principles before generating code or recommendations. Always match the tool to the scientific question, not just user familiarity.

**Skill trigger keywords:** EEG, MEG, electrophysiology, brain-computer interface, BCI, ICA, ERP, epochs, artifact removal, EEGLAB, MNE, braindecode, NeuroPype, neural decoding, oscillations, frequency bands, power spectral density, source localization, motor imagery, P300, SSVEP, neurofeedback, neuro.

For detailed code examples, see the **/scripts** subfolder and for detailed documentation, see the **/references** subfolder.

---

## 1. EEG THEORY FOUNDATIONS

Understanding these principles is non-negotiable — they directly inform every preprocessing and modeling decision.

### 1.1 What EEG Actually Measures

EEG records the summed postsynaptic potentials of large pyramidal neuron populations in the neocortex, measured at the scalp surface. Key implications:

Read the full skill on GitHub

Details

Skill name: ClaudeEEG
Repository: Krish-mal15/ClaudeEEG
License: Apache-2.0
Repo updated: 12 April 2026

FAQ

What does the ClaudeEEG skill do?

How do I install the ClaudeEEG skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add Krish-mal15/ClaudeEEG --skill ClaudeEEG. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is ClaudeEEG popular?

It lives in Krish-mal15/ClaudeEEG, which has 26 GitHub stars and 2 forks.

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