Cyto Desk - drop an FCS file, find out what it can actually measure

Take one flow cytometry acquisition as it comes off the instrument - the FCS keyword block, the antibody panel and the spillover matrix - and decide whether the file can carry the analysis you are about to do to it. Three lanes over one paste: audit the acquisition against the FCS 3.1 specification and the event statistics your populations need, review the panel and invert the compensation matrix for its condition number, then write the minimum-information reporting block. A free in-browser prescan decodes the FCS HEADER and TEXT segments from a dropped file, builds the channel table, does the Poisson and matrix arithmetic exactly, and then checks the model's answer back against those facts. Derived from and credits the @k-dense-ai/flowio skill.

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