Never create pull requests or push git branches without explicit confirmation from the user.

Use Allure Agent Mode for test-related work in this repository.

• Read docs/allure-agent-mode.md before designing, writing, reviewing, validating, debugging, or enriching tests.
• Use the $allure-agent-mode skill as the durable behavior guide when it is installed; this project file contains local commands and conventions.
• If a command executes tests and its result will be used for smoke checking, reasoning, review, coverage analysis, debugging, or a user-facing conclusion, run it through allure agent.
• Use agent-mode execution for smoke checks too, even when the change is small or mechanical.
• If agent output is missing or incomplete, debug that first and treat console-only conclusions as provisional.

After making changes, run the applicable validation checks before reporting done.

• For Java, Groovy, or Scala production/test changes, run the relevant module-scoped quality checks when practical: :<module>:spotlessCheck, :<module>:checkstyleMain, :<module>:pmdMain, and :<module>:spotbugsMain.
• For shared test-support, build logic, root configuration, or broad cross-module changes, run the aggregate quality command: ./gradlew --no-daemon spotlessCheck checkstyleMain pmdMain spotbugsMain.
• If Spotless reports formatting issues, run the matching spotlessApply task, such as :<module>:spotlessApply or ./gradlew --no-daemon spotlessApply, then rerun spotlessCheck.
• If a quality check fails, fix the smallest relevant issue and rerun the failed check or the original quality command until it passes.
• For docs-only changes, run git diff --check and any configured documentation lint before reporting completion.
• If validation cannot be run, state exactly which checks were skipped and why.