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Review Workflow

Alert triage​

  1. Moderator receives an in-game alert or Discord webhook.
  2. Use /nekoac inspect <player> to view recent detections.
  3. If severity ≥ medium, open the Review Hub clip.

Review Hub steps​

  • Scrub through the replay timeline; note the tick numbers of suspect events.
  • Check the correlated detector graph to see which heuristics fired.
  • Approve the punishment or mark it as false positive. Feedback retrains the ML model nightly.

Automation​

Connect to LiteBans:

punishments:
  provider: litebans
  banDuration: 7d
  broadcast: true

Or trigger a custom webhook:

punishments:
  provider: webhook
  url: https://moderation.example.com/hooks/nekoac
  secret: ${env:NEKOAC_WEBHOOK_SECRET}