What is signal detection analysis?
Domain-validated decision logic, formulas, and interpretation guidelines for applying Signal Detection Theory to cognitive science data Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
·signal detection analysis
{}
signal detection analysis
✓haoxuanlithuai/awesome_cognitive_and_neuroscience_skillsGitHub: haoxuanlithuai/awesome_cognitive_and_neuroscience_skillsSource: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills
Domain-validated decision logic, formulas, and interpretation guidelines for applying Signal Detection Theory to cognitive science data
How to Install signal detection analysis
Quickly install signal detection analysis AI skill to your development environment via command line
- Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
- Run Installation Command: Copy and run this command: npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill signal detection analysis
- Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
SKILL.md
View rawThis skill encodes expert methodological knowledge for applying Signal Detection Theory (SDT) to behavioral and cognitive science data. SDT separates an observer's perceptual sensitivity from their decision criterion -- a distinction that raw accuracy conflates. A competent programmer without cognitive science training would typically compute percent correct, missing the critical insight that two observers with id...
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.
Every SDT analysis begins with classifying each trial into one of four categories:
Domain-validated decision logic, formulas, and interpretation guidelines for applying Signal Detection Theory to cognitive science data Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill signal detection analysis- Category
- {}Data Analysis
- Verified
- ✓
- First Seen
- 2026-03-10
- Updated
- 2026-03-10
Browse more skills from haoxuanlithuai/awesome_cognitive_and_neuroscience_skills
Quick answers
How do I install signal detection analysis?
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 signal detection analysis Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Where is the source repository?
https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills
Details
- Category
- {}Data Analysis
- Source
- skills.sh
- First Seen
- 2026-03-10