Feedback Loops: Revision Cycles and Reflection Prompts
Issue feedback that references criteria directly, suggests concrete revisions, and spotlights strengths worth amplifying. Offer structured reflection prompts so candidates connect actions to results and plan next steps. When revisions are invited, quality predictably improves. Over time, these cycles build metacognitive skills, create a record of growth, and ensure that badges represent not just a moment, but an evolving capability.