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Replace shared session state issue tracking with individual tracking issues per agent to reduce noise and improve searchability. **Agent Updates:** - session-persister: [AUTO-SESSION] prefix with cycle management - implementation-orchestrator: [AUTO-IMP-POOL] prefix for health reports - system-watchdog: [AUTO-WATCHDOG] prefix for system health - backlog-groomer: [AUTO-GROOMER] prefix + backup cleanup functionality - human-liaison: [AUTO-LIAISON] prefix for status updates **New Features:** - Standardized issue title format: [AUTO-<PREFIX>] <TYPE> (Cycle <N>) - Announcement format: [AUTO-<PREFIX>] Announce: <message> - Automatic cleanup to prevent issue accumulation - Required 'Automation Tracking' label for filtering - Validation script for format compliance **Documentation:** - Complete system documentation at docs/development/automation-tracking.md - Added to mkdocs.yml navigation - Validation script at scripts/validate_automation_tracking.py **Benefits:** - Reduced noise from shared tracking issue - Better searchability with agent-specific prefixes - Cleaner history per agent type - Easier debugging with focused issue threads - Automatic cleanup prevents accumulation Closes automation tracking system implementation requirements.