HaoxuanLiTHUAICommunity·41 Agent Skills Included

awesome_cognitive_and_neuroscience_skills

Expert methodology guidance for cognitive science and neuroscience research

Guides researchers through experimental design, data preprocessing, statistical modeling, and analysis for EEG, fMRI, eye-tracking, and behavioral studies. Encodes cited parameters, decision trees, and pitfall warnings that prevent common methodological errors like double-dipping, underpowered samples, and wrong filter settings. Covers 50 skills across cognitive psychology, neuroimaging, computational modeling, and clinical neuroscience, plus meta-skills for extracting methods from papers.

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npx skills add HaoxuanLiTHUAI/awesome_cognitive_and_neuroscience_skills --all -g -y

All Skills in This Repository (41)

Pure Emerald Level Indicators

📦 In Repo

HaoxuanLiTHUAI

Theory of Mind Task Selector

Assemble a Theory of Mind task battery for a target population.

Optogenetics Protocol Designer

Design optogenetic protocols with opsin selection, light delivery, and control conditions.

Paper-to-Skill Extractor

Convert research papers into structured skills with frontmatter metadata and source citations.

Cognitive Paradigm Design

Guide researchers in selecting and parameterizing cognitive psychology paradigms.

Brain Connectivity Modeler

Select fMRI connectivity frameworks and methods for task-based or resting-state studies.

Cognitive Science Statistical Analysis

Encode statistical knowledge for cognitive science and neuroscience research.

ERP Data Analysis

Analyze ERP data through preprocessing, artifact rejection, epoching, and statistical testing.

fMRI Preprocessing Pipeline Guide

Guide fMRI preprocessing decisions for motion correction, normalization, and QC.

Research Literacy

Plan and document research decisions for cognitive science experiments.

Share Skill Usage Statistics

Analyze Claude Code logs to summarize skill usage statistics.

Visual Search Array Generator

Generate validated visual search stimulus arrays with configurable display and trial parameters.

EEG Paradigm Designer

Design EEG paradigms that isolate ERP components with optimized timing and recording parameters.

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Frequently Asked Questions

FAQPage Schema

How to install awesome_cognitive_and_neuroscience_skills?▼

Run `npx skills add HaoxuanLiTHUAI/awesome_cognitive_and_neuroscience_skills --all -g -y` in your terminal to install all 50 skills globally.

What research tasks do these skills cover?▼

They cover EEG/ERP preprocessing, fMRI pipelines and GLM analysis, drift-diffusion and Bayesian cognitive modeling, power analysis, experiment paradigm design, and statistics for cognitive science.

Can I trust the parameters and citations in these skills?▼

All skills are AI-generated from academic literature with automated hallucination checks, but you must independently verify every parameter and citation before using them in real research.

Do these skills work with Claude Code?▼

Yes. They follow the standard SKILL.md format and activate automatically when you ask methodology questions in Claude Code or compatible agents.

Can I turn my own paper into a reusable skill?▼

Yes. The included paper-to-skill and contribute-skill meta-skills extract methodology from papers and submit new skills for community review.