Protein Purification Run Review Agent

Each protein purification produces chromatograms, gel images and concentration readings, and judging a run by eye is slow and uneven. After each run, this agent reads these results and calculates yield and purity. It compares them with the targets and with past runs of the same protein. It looks at peak shapes for signs of aggregation and at the gel for contaminant bands. If yield or purity falls below target, it suggests a next step drawn from past runs that worked, such as an extra column or a changed buffer, and explains why. It writes a run summary. The biochemist decides what to do next; the agent only advises. Each run is logged so trends across batches are visible. Edge case: a peak that elutes earlier than usual is flagged as possible aggregation, even when yield looks fine.