xiangfu0 opened a new pull request, #19541:
URL: https://github.com/apache/pinot/pull/19541

   Agent guidance could turn small changes into full review pipelines, repeat 
valid checks, stop for routine authorized work, and follow stale build or CI 
commands. This update scopes review and validation to the changed behavior, 
available evidence, and the requested task.
   
   - Consolidate shared guidance and shorten skill descriptions; retain the 
plugin module reference in `kb/plugin-modules.md`.
   - Select relevant review domains, classify findings by demonstrated impact, 
and use the actual pre-fix baseline for regression evidence.
   - Correct feature-flag defaults, scoped Maven validation, quickstart modes 
and readiness checks, CI workflow queries, and benchmark dependency handling 
and cleanup. Preserve applicable pre-push checks while allowing bounded 
asynchronous work and reuse of valid results.
   
   ### How to reproduce the instruction problems
   
   - Run `/precommit` before pushing committed changes from a clean working 
tree: the previous working-tree-only default could miss the delivery diff.
   - Review a multi-commit bug fix whose final commit only changes formatting: 
requiring failure on `HEAD~1` chooses a revision that already contains the fix.
   - Follow the previous flaky-test instructions: they query the removed 
`pinot_tests.yml` workflow instead of the current unit/integration workflows.
   
   ### Validation
   
   - `git diff --check` passed.
   - Checked 35 Markdown files, 57 local links, 14 YAML frontmatter blocks, 
settings JSON, and preservation of all 167 principle IDs; all passed. Five 
operational skill entry points passed the skill validator.
   - `./mvnw -N license:format license:check` passed with JDK 25: 46 files 
checked and no headers changed.
   - Commands, quickstart modes, workflow paths, and compiler properties 
checked against the current POMs, local plugin metadata, and relevant source.
   - Documentation only. Java formatting, Checkstyle, compilation, and runtime 
tests are not applicable to this diff.
   


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