We introduce the Atom/Fastlim analysis framework for general Beyond Standard Model (BSM) physics collider searches. Using the tools, we can reinterprete current ATLAS and CMS experimental results targeting specific limited models/parameters to a broader class of models. To perform such ``recasting'', we need database for experimental analyses and results, and automated program pipeline of experimental analyses for different models. In this talk, we show how the Atom/Fastlim Framework is designed to achieve this goal, compare it with other méthodologies employed by other tools, and discuss some desirable coordination in the high energy physics community.