A good rubric honors complex human work. Replace vague adjectives with observable indicators, include ethical reasoning where relevant, and design levels that reflect real progression. Facilitate calibration sessions using sample artifacts so assessors align interpretations. When learners see what excellence looks like, they aim higher, and assessment becomes a guidepost rather than a gate.
A badge should tell a story: what was done, how it was assessed, and why it matters. Publish criteria, evidence requirements, and verifier identity. Include alignment to frameworks and expiration when skills require currency. Clear metadata turns a pretty icon into a portable signal that earns attention from registrars, admissions committees, and hiring panels.
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