Explain the framework
Each assessment methodology page describes what it measures, how its questions are structured, and the version used.
TRANSPARENT BY DESIGN
Clear methods before confident claims
Before an assessment is published, its questions, scoring, interpretations, and methodology should be documented and reviewed. A polished chart is not evidence that a result is valid.
Be clear about what you see
The free result explains its main pattern and what the displayed scores mean. An optional report may add detail. A 0–100 score is not a percentile unless an appropriate reference dataset supports that interpretation.
Describe the limits
Results are intended for education, reflection, and development. They are not a medical diagnosis or an employment-selection instrument.
Preserve versions
Published questions and scoring rules are versioned so historical results remain tied to the method originally used.
Publication alone is not proof of independent validation or reliability; review each assessment’s stated evidence and limits.