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ai-personnel-assessment

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OpenMatter-Network/agent-io-skills

What it does

Auditing AI/ML personnel assessments for fairness, bias, validity, and utility, using the 12-component psychological-audit framework of Landers & Behrend (2023), 'Auditing the AI Auditors.'

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Part of

OpenMatter-Network/agent-io-skills

Installation

Add marketplace in Claude Code:

/plugin marketplace add OpenMatter-Network/agent-io-skills

Step 2. Install plugin:

/plugin install ai-personnel-assessment@io-skills

AddedJun 20, 2026

View on GitHub Back to Plugins

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Evaluating AI-based selection tools against scientific, legal, and ethical standards (Uniform Guidelines, Title VII, APA Ethics Code), per Tippins, Oswald & McPhail (2021).

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personnel-selection🔌Plugin

Validating and using personnel selection procedures, per the SIOP/APA Principles (5th ed., 2018): work analysis, criterion/content/internal-structure validity, generalization, fairness, scoring decisions, reporting, administration, accommodations.

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OpenMatter-Network/agent-io-skills🏪Marketplace

A collection of SKILL.MD files for IO Psychologists and HR Professionals