Heartbeat

Skill health monitoring reads memory cron-state data and recent logs to compute success rates, detecting failures, stalls, or degraded components before they impact workflows.

Generate a health status overview by analyzing recent logs and cron-state memory data, producing structured health reports suitable for local automated dashboards and public status pages.

Ambient health checks apply across enabled skills to automatically flag degraded, failed, or stuck tasks by evaluating cron-state data and computing operational success rates.

Fault isolation preserves privacy while applying across enabled skills, structuring health reports to pinpoint degraded components and stalled tasks without exposing underlying memory data.

Proactive health checks operate with zero external dependencies, analyzing internal memory cron-state data and recent logs to surface issues and maintain workflow reliability independently.