Security check token AI confidence watcher

Full AI monitoring on build to token usage and creating alerts if it changes from the same build or same build pattern same model same times am/pm if it's a different metric it gets flagged and and email produced to query AZURE,Google,copilot,Claude,cursor,chatgpt,Grok,and any other model this should be a standard introduced and customers are welcome to download a version and put findings in online publication website open for all to read

未指明任何文件、测试或入口点。首先明确预期的 token 指标、支持的模型提供商、告警条件、电子邮件行为、数据处理方式和发布要求，然后再确定实现位置。Done 应由双方同意的监控、告警和报告验收标准来定义。