Ad Manager Dashboard

Phase 4 — Rule-based automation. Deterministic rules evaluate correlation data and create ad actions.

Phase 4 constraints: Automation is deterministic rules only — no AI, no heuristics. All rules evaluate AND-conditions against FULL correlation snapshots. Every action flows through the existing AdAction pipeline with cooldowns, rate limits, and kill switches. Global switch: ADS_AUTOMATION_ENABLED.