"""Engine adapters — thin seams over the fleet's audio-intelligence libraries.

Each adapter keeps import-time CHEAP (no torch/CLAP at module load); the heavy
deps load lazily on first real call, so the API process boots instantly and a
missing/unbuilt engine degrades to a clear error instead of a crash.
"""
