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A lightweight state kernel for loop engineering that keeps AI agent work reviewable, restartable, and manageable across multiple agents. Features durable goals, quota-aware scheduling, executable todos, evidence logs, and seamless handoffs between Codex, Claude Code, Cursor, and other coding agents.