wangzhigang1999 opened a new pull request, #7452:
URL: https://github.com/apache/kyuubi/pull/7452

   ### Why are the changes needed?
   
   Resolves #7445. Adds `AGENTS.md` at the repo root — a terse, 
command-oriented guide for AI coding agents contributing to Kyuubi. Complements 
`CONTRIBUTING.md`. Content is distilled from review feedback on landed PRs and 
aligned with sibling Apache projects (Spark, Iceberg, Airflow, DataFusion); the 
methodology and underlying rule set are linked in #7445.
   
   ### How was this patch tested?
   
   Documentation-only change. Every referenced command, Maven profile, script 
path, class name, and file path was verified against the current `master`. 
Maven invocations (`-Pfast`, `-DwildcardSuites`, `-Dtest`, `dev/reformat` via 
Spotless) were run on tiny modules to confirm the documented usage actually 
executes.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Code with Opus 4.7
   


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