TJxiaobao opened a new pull request, #4016: URL: https://github.com/apache/hertzbeat/pull/4016
Summary This PR delivers a product-ready AI workflow system for HertzBeat. It introduces SOP-based Skills (YAML-defined workflows) that combine tool calls and LLM reasoning, enabling automated diagnostics and reporting. It also adds scheduled execution with cron and conversation push-back, plus full i18n support for outputs in both interactive and background contexts. Key Capabilities SOP/Skills workflow engine with YAML definitions and unified output formats Tool + LLM step executors to support automated diagnostics and analysis Skill registry and auto tool discovery for extensibility Scheduled SOP execution with cron, persistence, and conversation push results Dynamic system prompt improvements and i18n coverage for AI workflows Change List SOP Engine: SopEngine, executors, models, registry, YAML loader Skills: [daily_inspection.yml](app://-/index.html#), [mysql_slow_query_diagnosis.yml](app://-/index.html#) Tools: ToolRegistry, SkillTools, ScheduleTools Scheduling: schedule DAO/service/executor + cron support + persistence i18n: SOP messages, background threads, dynamic language support Prompt: injected dynamic skills and scheduling support Demo <img width="1404" height="568" alt="image" src="https://github.com/user-attachments/assets/662ae571-60d1-4754-a4e9-5e9a52a7f82c"; />  <img width="1409" height="598" alt="image" src="https://github.com/user-attachments/assets/c68cb305-1456-451f-995d-f0cc49b4ddd9"; /> <img width="693" height="534" alt="image" src="https://github.com/user-attachments/assets/6c85f263-179a-4fa6-b2d6-0edae235e48b"; /> <img width="840" height="613" alt="image" src="https://github.com/user-attachments/assets/81a6a175-ba61-4950-b77f-124afccc7369"; /> <img width="943" height="500" alt="image" src="https://github.com/user-attachments/assets/f24dff90-d9e3-430b-af80-5499e169f866"; /> -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
