3 people 84cba260bb Add user behaviour detection service for spam scoring (#5185) ...

* Add user behaviour detection service for spam scoring

Implement UserBehaviourDetectionService to evaluate members for spam indicators:
- Check email confirmation status
- Inspect bio, posts, and comments for spam-related keywords (such as "Sports Betting")
- Display spam score on admin member screens with badges and tooltips

Co-authored-by: CloCkWeRX <365751+CloCkWeRX@users.noreply.github.com>

* Calculate and persist spam_score on member updates

- Add `spam_score` integer column to members table with migration and schema update
- Add `update_spam_score!` method to Member model
- Call `update_spam_score!` on successful member updates in RegistrationsController#update and MembersController#finish_signup
- Use persisted member `spam_score` in Admin::MembersHelper#spam_score_badge

Co-authored-by: CloCkWeRX <365751+CloCkWeRX@users.noreply.github.com>

* Renumber migration to resolve duplicate version conflict

- Renumber migration from 20261031020000 to 20261031060000
- Update db/schema.rb version to 2026_10_31_060000

Co-authored-by: CloCkWeRX <365751+CloCkWeRX@users.noreply.github.com>

---------

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>

2026-10-31 21:29:03 +10:30

..

members_helper.rb

Add user behaviour detection service for spam scoring (#5185)

2026-10-31 21:29:03 +10:30