M1ndSmith/ASPC ? reverse-engineered prompt

Build me a Python app for quality engineers that lets them upload a CSV and ask questions in plain English, then automatically figures out whether it should do SPC, MSA, or process capability analysis.

I want it to choose the right control chart for the data, flag any out of control points, calculate things like Cp and Cpk, and run common MSA studies like Gage R and R, bias, linearity, and stability. It should explain the results in simple language, generate clear charts, and produce a polished report I can download or view after the analysis.

Please make it work as an API with a simple interface, and include a command line way to send a file and a question if that fits naturally. Use the sample CSVs if needed, and look up current docs online if you need to.