stats

Vault metrics for a SWARM multi-agent simulation are gathered by reporting claim counts by confidence level, experiment notes, failure patterns, governance mechanisms, sweep series, and raw runs. This provides a quick snapshot of your simulation artifacts' health and progress.

Tracking pending observations and tensions in a processing pipeline requires checking the pipeline status within your knowledge vault. This skill reports the exact number of pending tasks in both the observation and tension processing pipelines to identify areas needing attention.

Yes, getting a snapshot of claim counts categorized by confidence level is supported. The vault metrics overview specifically breaks down claims by confidence alongside other key simulation artifacts like experiment notes and failure patterns.

No dependencies are required to monitor experiment runs. The skill operates independently to gather and display raw experiment runs, sweep series, and governance mechanisms from the SWARM knowledge vault without external packages.

Monitoring the health and completeness of multi-agent simulation artifacts is needed when you want to gauge project progress and identify areas needing attention. It is especially useful for project managers requiring a daily snapshot of vault contents and pipeline status.