Evidence and limits
Finding: Stage-based recruitment, decision, execution, and evaluation make agent-team composition configurable and expose emergent behaviors.
Impact: Watch stage-specific orchestration. Reject emergence as benefit, safety, or authority.
Boundary: Simulation and benchmark outcomes do not validate cross-repository professional work. Next: which stage can be removed without reducing outcome quality?
Flags: emergence and simulation outcomes; limited governance
Record State: Catalog review recorded; not a performance endorsement
What was reviewed: Structure and relevance screened; not a full evaluation