The OpenClaw Command Bridge

Sub-agent orchestration, cron rhythms, heartbeats with reasoning, layered memory, supervisor patterns, retry circuits, and observability. The power-user blueprint, with the bugs that already burned through real budgets.

• Supervisor pattern with premium parent and cheap workers, plus the 4-layer memory stack and the cron-vs-heartbeat routing card
• Issue 17442 and 39701 mitigations: process timeouts, per-key spend caps, per-agent --workspace, the backup cron before any agent CRUD
• Retry circuits, loop detection, KQL hunting queries, the 4 ops metrics, and the kill-switch directives every operator needs in muscle memory