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Manual Recording Trimming: Fixed a bug where manual recordings (e.g., Dishwashers in Eco mode) were internally shortened by incorrectly snapping the cycle duration to the last recorded power reading, losing trailing silence like drying phases.
Profile Statistics Accuracy: Corrected profile duration calculations to use the authoritative cycle duration instead of data-offset bounds. This fixes incorrect remaining-time predictions and profile "shrinkage" over time.
Aggressive Tail Trimming: Modified recorder suggestions to be less aggressive. Suggested tail trims are now 0.0 for silence periods under 10 minutes, protecting legitimate silent phases in appliances.
Data Optimization Logic: Fixed maintenance logic that was incorrectly snapping durations to the last power reading during start-time shift corrections.
Envelope Reconstruction: Updated the statistical engine to correctly respect explicit cycle durations even when power sensor updates are sparse or missing at the end of a run.