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AIRS & Appropriate Reliance Research - AI Adoption Measurement & Appropriate Reliance Research

Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research

Tags

Updated: 2026-05-11
AI adoptionpsychometricsappropriate relianceresearch methodologytrust calibrationmeasurementAIRS

Capabilities

discuss AIRS instrumentsdevelop psychometric scalesanalyze adoption patternsresearch appropriate reliance

Typical Inputs

research topicAI adoption contextpsychometric framework

Typical Outputs

research findingspsychometric scale designadoption analysis results

What this skill does

  • discuss AIRS instruments
  • develop psychometric scales
  • analyze adoption patterns
  • research appropriate reliance
  • prepare academic papers
  • prepare meeting materials

Inputs

  • research topic
  • AI adoption context
  • psychometric framework
  • research methodology requirements

Outputs

  • research findings
  • psychometric scale design
  • adoption analysis results
  • intervention strategies
  • research brief

Requirements

  • research context
  • academic or professional setting

Source

  • Spec: SKILL.md

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