heartbeat-processor

To automate background tasks without manual prompting, use a heartbeat processor that handles scheduled proactive triggers for silent execution. It processes recurring tasks based on frequency, running hourly, daily, weekly, or monthly maintenance without requiring explicit user acknowledgement.

A heartbeat trigger is a proactive scheduling mechanism that initiates automated background tasks at defined frequencies. It evaluates tasks via a rubric measuring impact, risk, cost, urgency, and confidence to determine execution priority for system maintenance operations.

Scheduled proactive automation supports both inline and scheduled execution modes. Use inline execution for simple direct tasks, and scheduled execution for complex multi-step operations, allowing flexible background automation based on the specific task requirements.

Background automation via heartbeat processing does not require user acknowledgement to complete. It operates silently in the background, executing scheduled proactive tasks and returning silent completion results for regular maintenance, monitoring, and updates.

Proactive tasks are evaluated using a defined rubric that measures impact, risk, cost, urgency, and confidence. This tiered permission model ensures background automation prioritizes scheduled tasks effectively, determining which operations execute first based on their overall assessment scores.