amcos-resource-monitoring

Preventing resource exhaustion requires continuous monitoring of CPU, memory, disk, and API rate limits. This Skill applies automated thresholding and spawn control to pause new agents when capacity risks are detected during high-load operations.

Threshold-driven spawn control is an automated mechanism that monitors system resources and pauses new agent spawning when configured limits near exhaustion. It ensures sufficient headroom for ongoing agent coordination tasks.

Setting up pre-spawn resource checks involves monitoring current resource usage and reporting any thresholds nearing configured limits. This Skill validates capacity before spawning new agents to prevent degraded performance.

Yes, resource monitoring handles incident response through runbook-guided responses and documented incident handling. It escalates capacity risks to the Chief of Staff when threshold breaches are detected during operation.

Monitoring API rate limits across multiple agents requires proactive resource surveillance integrated with alerting mechanisms. This Skill tracks API rate limits continuously and triggers alerts when thresholds approach configured limits.

Team coordination degrades under heavy load without capacity planning because system resources become exhausted, leading to threshold breaches. Continuous monitoring and automated spawn control prevent this degradation by maintaining sufficient resource headroom.