"""Diagnostic probes for MacroLens (contamination, leakage, scenario validation). Each probe is a standalone driver script that runs without modifying the canonical evaluation pipeline. Probes write JSON reports under ``experiments/probes_output/`` (experiment artifacts, not under ``data_small_caps/``, which is reserved for raw + derived benchmark data). """