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- Diagnostic twin of ClusterFinder: identical decisions, but the pedestal is frozen per frame (snapshot at frame start, updates deferred to frame end), matching the CUDA kernel's update model. - Isolates pedestal-update timing as the sole remaining CPU/GPU mismatch. - Adds class + bindings + factory, validation notebook, and helper utilities.