[AIGNLAI]

Summary

• add a two-call zero-shot to few-shot adaptation demo
• publish a small ReflexRoute-only LLMRouterBench result with timing and cost
• add a resumable benchmark script and machine-readable aggregate
• keep per-query decision checkpoints out of Git

Validation

• 382/382 benchmark decisions completed successfully
• demo verified against the live Jev Decisions API
• 18 tests passed
• git diff --check passed