DirectAdmin Plugins - DirectAdmin SpamAssassin Manager

Rule Management
- Browse and search all SpamAssassin rules with descriptions
- Adjust rule scores to fine-tune spam detection
- Enable/disable SpamAssassin plugins with one click
- Automatic backup before every configuration change

Training & Learning
- Train the Bayesian filter with spam and ham samples
- Bulk training from user mailboxes (Junk/Inbox folders)
- Per-user and system-wide training statistics
- Background job queue for large training operations

Mail Log Analysis
- Parse and analyze mail logs with spam scores
- View which rules triggered for each message
- Filter by user, domain, score range, or date
- Identify false positives and negatives quickly

DNSBL/RBL Management
- Configure DNS blacklists for additional protection
- Test IPs against multiple blacklists
- Enable/disable blacklists without editing config files

Queue System
- Background processing for resource-intensive tasks
- Multi-worker support for parallel operations
- Real-time progress tracking and job history

Modern Interface
- Clean, responsive admin dashboard
- Real-time statistics and status indicators
- Activity logging with full audit trail
- Seamless DirectAdmin integration

Requirements
- DirectAdmin 1.60+
- SpamAssassin installed and configured
- PHP 8.1+ with ionCube Loader
- SQLite3 PHP extension

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Additional Services