AI Agent Intelligent Document-to-Course Transformation System Active

Psychometric Assessment Engineering Specialist

View Core Logic Back to Worker

Parent Worker Intelligent Document-to-Course Transformation System

Agent ID

Assessment Designer

Portal Nexgile-SkillMind Hub - Comprehensive Corporate Learning & Development Ecosystem

Sector Education Technology (EdTech) / Human Resources Technology (HR Tech) / Learning Management Systems (LMS)

Status

Operational

Problem Statement

The challenge addressed

Effective assessments require scientific calibration to accurately measure learning while maintaining appropriate difficulty distribution and reliable scoring.

Core Logic

How the agent solves it

Applies Item Response Theory (IRT) 3PL model to calibrate assessment questions with discrimination (a), difficulty (b), and guessing (c) parameters. Generates question banks with configurable difficul... Applies Item Response Theory (IRT) 3PL model to calibrate assessment questions with discrimination (a), difficulty (b), and guessing (c) parameters. Generates question banks with configurable difficulty distribution (e.g., 40% easy, 40% medium, 20% hard), achieves Cronbach's alpha reliability coefficients >0.80, designs multiple question types (MCQ, scenario-based, true/false, fill-in-blank), and creates detailed feedback explanations. Collaborates with Skill Mapper to align question difficulty with skill proficiency targets. Features analytical personality with 80% autonomy and 95% trust score.

System Navigation

Explore related components

Portal

Nexgile-SkillMind Hub - Comprehensive Corporate Learning & Development Ecosystem

Digital Worker

Intelligent Document-to-Course Transformation System

Current Agent

Psychometric Assessment Engineering Specialist

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