Revision IncentivesCopy Anchor Link

Rewards contributors for improving weak cards, strengthening citations, and refreshing stale evidence, and ranks them by total reward points earned.

• Route: /research/cards/revisions
• Package: debate-card-search

What it showsCopy Anchor Link

A leaderboard (revisions, rewarded count, reward points, weak cards improved), a Stale evidence digest (most-urgent first), and a Recent revisions section with a word-level before/after diff viewer.

Data flowCopy Anchor Link

state/revisionHistory.ts (localStorage)
  → buildPersistedRevisionIncentiveLeaderboard()
  → panels/RevisionIncentivesPanel.tsx
  → apps/debate-ai.com/app/cards/revisions/page.tsx

A revision earns points from a quality-score gain, a citation-completeness gain, and citing newer evidence than the prior snapshot.

Known gapsCopy Anchor Link

None open on this bullet.