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- Add pre-processing step to populate missing parameters for candidate samplers, especially for SamplerCustomAdvanced requiring tracing - Change sampler selection from most recent (closest to downstream) to first in execution order to prioritize base samplers over refine samplers - Improve parameter handling by updating sampler parameters with traced values before ranking - Maintain backward compatibility with fallback to first sampler if no criteria match