This framework aims to provide crawler developers and operators with a comprehensive automated compliance detection toolset to evaluate the crawler-friendliness and potential risks of target websites. It covers three major dimensions: legal, social ethics, and technical aspects. Through multi-level risk warnings and specific recommendations, it helps plan crawler strategies reasonably to avoid legal disputes and negative social impacts while improving technical stability and efficiency.