We present the Citizen Orb Photometry Pipeline (COPP), a standardized ten-step computational method for quantitative analysis of anomalous luminous phenomena (ALP) captured in consumer video recordings. The pipeline extracts frame-by-frame photometric measurements including centroid position, apparent size, peak and integrated intensity, RGB spectral channel decomposition, and derived metrics including blue excess, pulsation periodicity, and position discontinuities. A key methodological innovation is adaptive spectral measurement: when sensor saturation renders core color data unreliable, the
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