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Curate long recordings from sampled time windows, then apply those decisions to every spike in a new full sorting. The original dataset stays unchanged.
Validation: 1,090 tests pass, with one existing benchmark skip. CI is green across Linux, macOS and Windows, Python 3.10–3.12, plus docs and package build. Full-source comparisons checked all 469,725,567 spikes on Carl's earlier converted dataset. Live rate refresh took about 8 seconds with a warm filesystem cache.
Still draft: needs Carl's 500-hour trial and a native export with verified timing and acquisition exposure. Arbitrary lasso/feature splits are unsupported.
User guide · Screenshots · Tests, methods and limits.
The separate phylib PR #70 fixes empty-waveform PCA failures.