""" Atomizer Validation System ========================== Validates study configuration before optimization starts. Components: - ValidationGate: Main orchestrator for validation - SpecChecker: Validates atomizer_spec.json - TestTrialRunner: Runs 2-3 test trials to verify setup Usage: from optimization_engine.validation import ValidationGate gate = ValidationGate(study_dir) result = gate.validate(run_test_trials=True) if result.passed: gate.approve() # Start optimization """ from .gate import ValidationGate, ValidationResult, TestTrialResult from .checker import SpecChecker, ValidationIssue __all__ = [ "ValidationGate", "ValidationResult", "TestTrialResult", "SpecChecker", "ValidationIssue", ]