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This feature is essential for proactive impersonation detection and should be part of your moderation workflow.
The Hashbot Dashboard is the recommended way to review PFP matches — inspect flagged avatars side-by-side and take action in just a few clicks.

How It Works

  1. Run /pfp-filters review in any channel where Hashbot is active.
  2. Hashbot checks your server for avatars similar to any image in your active PFP filter list.
  3. You’ll receive a summary embed showing the count of pending violations found.
  4. Click the “Review on Dashboard” button in the embed to open the full review on the Hashbot Dashboard.
  5. On the Dashboard, inspect each flagged avatar side-by-side with the matched filter image and take action — Ban, Mark Safe, or Skip.
These are near matches — they may not cross the automatic similarity threshold but still closely resemble known scam images.

Hashbot Learns from Your Input

Every time you confirm a match during PFP Review, Hashbot improves its detection.
  • Confirmed bans help Hashbot recognize future visual variations
  • Over time, this reduces reliance on exact image matches

Example

If a scammer flips your team logo or shifts it slightly, it may not trigger the automated threshold. But if you flag it manually, Hashbot will learn to detect similar distortions in the future. Assign PFP Review as a regular task to trusted moderators or security leads. When to run:
  • Once a week as part of routine review
  • After applying the /template pfp list
  • After uploading new team or brand-related images
  • In combination with /pfp-filters cleanse to catch users already in the server
Review results persist on the Dashboard until you act on them, so you can work through flagged users at your own pace.