fleet-audit-patterns

Orphan detection identifies disabled agents, agents with no goals, or agents with vague and outdated goals. The fleet audit surfaces these stale agents so you can retire them or correct their configurations to ensure resources are used effectively.

The best way to consolidate overlapping agents is to detect strict superset and subset toolkit relationships. The fleet audit recommends merging smaller, less capable agents into more comprehensive ones while cross-checking descriptions to avoid false positives.

Identify merge or retirement candidates by analyzing toolkit overlap, orphan status, and superset/subset relationships. The audit produces specific actionable recommendations for merging, retiring, or correcting agents based on these multi-agent deployment factors.

You should not merge agents when their domain and agent descriptions indicate they serve distinct purposes, even if their toolkits overlap. The audit applies cross-check safeguards specifically to prevent inappropriate merges that would violate workflow governance.