Mattyreed1

Multi-stage operational deliberation for decision validation, strategy, or technical claims (e.g., "stress test this idea", "should I use X or Y"). Orchestrates devil's-advocate challenge, research verification, community scan, COO constraints analysis, Opus adversarial debate with revenue math, ju…