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"""Feature engineering from early-cycle data.



Filled in PHASE 4. Modules: builder.py (owns the leakage-safe slice),

curve_features.py (Group A), degradation.py (B), resistance.py (C),

thermal.py (D), charge_dynamics.py (E), protocol.py (F), interactions.py (G),

selector.py (selection as an in-Pipeline step).



LEAKAGE RULE: builder.py slices each per-cell frame to `cycle <= max_cycle`

ONCE at the top and passes only that slice downstream. No feature function in

this package may accept the full frame.

"""