"""Auto-generated formula stub for ALPHA_FEEDBACK_LOOP_V1."""

FORMULA_ID = 'ALPHA_FEEDBACK_LOOP_V1'
FORMULA_OWNER = 'engine_owner'
FORMULA_STATUS = 'active'
FORMULA_INPUT_FIELDS = ['alpha_evaluation_window_json', 'saqg_v1', 'brt_verdict', 'market_regime']
FORMULA_OUTPUT_FIELDS = [{'field': 'alpha_feedback_json', 'subfields': ['eligible_t20_fail_rate', 'eligible_t60_fail_rate', 'recommended_filter_adjustments', 'cases_analyzed']}]

def execute(inputs: dict[str, object]) -> dict[str, object]:
    raise NotImplementedError('ALPHA_FEEDBACK_LOOP_V1' + ' is a generated stub.')
