pinion-innovation-content/skills/adaptive-logic-designer/SKILL.md

name, description

name	description
adaptive-logic-designer	Designs adaptive assessment branching logic and item selection algorithms.

adaptive-logic-designer

Capabilities

• Create branching rules
• Define difficulty progression
• Design item selection algorithms
• Validate adaptive paths

Usage

Use this skill when:

• Designing computerized adaptive tests
• Creating branching assessment paths
• Personalizing assessment experience

Input

Item bank with difficulty levels and assessment goals.

Output

Adaptive assessment design with:

• Branching rules
• Difficulty progression schedule
• Item selection algorithm
• Path validation results

Limitations

• Requires sufficient item bank size
• Algorithm complexity increases with more paths
• Does not replace psychometric validation

Assumptions

• Item bank has calibrated difficulty values
• Assessment platform supports adaptive logic