Heartbeat

You can monitor memory and skill health by running a heartbeat check that analyzes cron-state.json, last run statuses, and memory logs to surface failures, stalls, and degradation. This generates a structured health snapshot for quick remediation.

A heartbeat check is a proactive ambient monitoring process that reads memory files like cron-state.json and MEMORY.md to detect skill degradation. It identifies failed or stuck skills by analyzing last run statuses and memory anomalies.

Yes, runtime auditing detects stuck or failed skills by reading memory logs and cron-state.json. The heartbeat assessment analyzes these memory files to highlight stalls and provides actionable guidance to stabilize operations.

Yes, generating a fleet-wide health snapshot requires reading aeon.yml and memory/cron-state.json. These files provide the deterministic state data needed to surface issues and assess the overall health of running skills.

Run a heartbeat check during daily health checks to spot memory anomalies and performance degradation. It reads memory logs and optional token reports to surface issues, providing a structured assessment with recommended next steps.