---
id: "s57_a004"
category: "general"
confidence: 0.95
date: "2026-02-20"
source_file: "session_57_axioms.jsonl"
---

# s57_a004

core/multi_model_swarm.py is the canonical model registry. ALL new models go here. Scripts (swarm_orchestrator.py, kimi_clone_swarm.py) should import from this module rather than duplicating raw requests logic. Duplication = drift = bugs.
