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- Create automation-tracking-manager subagent as single source of truth - Migrate 7 key agents to use centralized tracking manager - Fix AUTO-WATCHDOG skipping cycles 22-23 (was commenting on old issues) - Fix AUTO-IMP-POOL creating duplicate tracking issues for same cycle - Fix AUTO-TIME and AUTO-PROJ-OWN potential issue reuse patterns - Ensure cycle numbers persist across agent restarts - Delete shared/automation_tracking.md in favor of subagent pattern The new system ensures: - One tracking issue per cycle (never reuse old issues) - Sequential cycle numbers that persist across restarts - Proper cleanup of previous cycles before creating new ones - Consistent tracking patterns across all agents - Impossible for agents to comment on old tracking issues Migrated agents: - system-watchdog (most problematic - missing cycles) - implementation-orchestrator (duplicate issues) - timeline-updater (potential reuse) - project-owner (potential reuse) - product-builder (critical orchestrator) - backlog-groomer (for consistency) Fixes the issue where agents incorrectly report future cycles as comments on older status update tickets instead of creating new tracking issues.