"""MLEvolve integration (github.com/InternScience/MLEvolve).

MLEvolve is an MCGS-based auto-ML harness designed for the mle-bench
data layout. The adapter here translates a GraphTestbed task into the
mle-bench shape it expects, then drives the upstream `run.py` (Hydra
entry point) with overrides that route LLM traffic through CLIProxyAPI.

Default model: `gpt-5.3-codex-spark` (pipe-through alias the user defines
in their CLIProxyAPI `oauth-model-alias.codex` block).
"""