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

该 issue 未说明任何文件、测试、入口点、告警标准或已定义的集成范围。请明确需要监控哪些 build 和 token 数据，需要哪些模型服务，如何检测变更，以及哪些证据和通知可视为完成。

由索引模型根据 Issue 内容生成。