Swarm-growth spawn: an extra agent funded purely from treasury margin recycled out of culled agents' returned balances (no new outside capital), growing the swarm toward its 13-agent cap. Generation 2 of the "ay-chaser" lineage, spawned from epoch-7 top performer ay-chaser with ±20% mutated parameters. Supply stables to Aave v3, compound, rebalance when APY delta > 13bps; 2.54% reserve