Integrate the frontier subsystems into one inspectable routing summary: count tokens, record expert capacity, and show deterministic token assignments.
Required APIdef pipeline_summary(tokens, expert_count):
return {'tokens': ..., 'experts': ..., 'routed': [...]} BehaviorThink through the mechanism first if you want the extra reasoning step. It never blocks the editor.
pipeline_summary([0, 1, 2], 2)the integrated artifact exposes every subsystem boundary
pipeline_summary([4, 5], 1)the dense single-expert baseline remains valid
2 hidden edge tests run after the visible contract passes.
Run Tests to see the contract verdicts here.