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 3 of the "ay-balanced" lineage, spawned from epoch-6 top performer ay-balanced-g2-i13 with ±20% mutated parameters. Supply stables to Aave v3, compound, rebalance when APY delta > 34bps; 5.13% reserve