Agent Monitoring

Recommended events:

• tool.errors.count
• tool.calls.count
• task.duration_ms
• tokens.used
• heartbeat.missed.count

Recommended first policies:

• tool.errors.count with hourly sum
• task.duration_ms with hourly average or daily p95_est
• heartbeat.missed.count with daily sum

This pattern is the best starting point for OpenClaw and similar agent systems.