Weekly Leaderboard and Ranking System for Course Cohorts
Design motivating rankings that promote healthy competition while protecting slower-progressing students from discouragement.
Build a leaderboard system that encourages active participation and healthy competition, with safeguards to prevent students at the lower end of rankings from becoming demotivated.
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Prompt objective
Build a leaderboard system that encourages active participation and healthy competition, with safeguards to prevent students at the lower end of rankings from becoming demotivated.
Real use case
A sales mentorship program runs cohorts of [NUMBER] students with weekly live sessions, but only [NUMBER] students actively participate. The instructor wants a weekly ranking that motivates everyone to engage without causing bottom-ranked students to drop out. Previous cohorts showed the top 10 becoming overly competitive while the bottom 80 ignored the rankings entirely.
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Prompt
Design a leaderboard and weekly ranking system for [COURSE NAME] with [NUMBER] students per cohort, running for [NUMBER] weeks.\\\\\\\\n\\\\\\\\n**1) Ranking types (choose the ideal combination):**\\\\\\\\n\\\\\\\\na) **Individual weekly ranking:**\\\\\\\\n- Points reset every Monday (everyone starts equal)\\\\\\\\n- Scoring criteria: lessons completed, exercises submitted, forum participation, streak\\\\\\\\n- Top 3: public recognition + symbolic reward\\\\\\\\n- Show only top 10 publicly (individual position visible only to that student)\\\\\\\\n\\\\\\\\nb) **Team/Squad ranking:**\\\\\\\\n- Automatic team division into groups of [NUMBER] students\\\\\\\\n- Collective scoring (sum of members)\\\\\\\\n- Team rotation every [NUMBER] weeks\\\\\\\\n- Benefits: strong students pull weaker ones along, positive social pressure\\\\\\\\n\\\\\\\\nc) **Skill-based leagues (Duolingo-style):**\\\\\\\\n- 3-5 leagues (Bronze, Silver, Gold, Diamond, Elite)\\\\\\\\n- Promotion: top [X]% move up. Demotion: bottom [X]% move down\\\\\\\\n- Students compete only within their league\\\\\\\\n\\\\\\\\n**2) Anti-demotivation mechanisms:**\\\\\\\\n- Show personal progress (\\\\\\\\
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