Core scientific methodology principles: research planning, method justification, assumption checking, and human-in-the-loop decision making for cognitive science and neuroscience
Quickly install research literacy AI skill to your development environment via command line
Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
AI agents tend to execute analysis steps immediately without planning or justification. In research, every analysis decision needs a rationale grounded in theory, design, and data characteristics. This skill encodes the basic scientific thinking that should precede any domain-specific action.
A competent programmer without research training will typically: (a) pick a familiar method rather than the appropriate one, (b) skip assumption checks, (c) interpret results without considering alternative explanations, and (d) make undisclosed analytic choices that inflate false positive rates. This skill exists to prevent all four failure modes.
This skill was generated by AI from academic literature. All parameters, thresholds, and citations require independent verification before use in research. If you find errors, please open an issue.
Core scientific methodology principles: research planning, method justification, assumption checking, and human-in-the-loop decision making for cognitive science and neuroscience Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill research literacyBrowse more skills from haoxuanlithuai/awesome_cognitive_and_neuroscience_skills
Core scientific methodology principles: research planning, method justification, assumption checking, and human-in-the-loop decision making for cognitive science and neuroscience Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill research literacy Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills