Review Apache Pinot changes affecting frequently executed code or making performance claims in a pull request. Relevant areas include operators, segment readers, aggregation functions, and locking inside loops that process individual rows.
中文简介正在准备中。当前显示英语简介。
Review Apache Pinot performance when hot paths change or a PR makes benchmark or efficiency claims.
安装前可以查看交给 AI 代理的指令内容。
Procedure: see kb/skills/review-performance.md. Read it first, then follow it.
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Compare baseline and current Pinot benchmark results from JMH, a tool for measuring code performance. The skill uses a separate baseline worktree, a working directory kept apart from the current code.
中文简介正在准备中。当前显示英语简介。
Investigate Pinot tests that fail intermittently in GitHub Actions. Use the skill to produce a report describing the evidence found and likely causes, helping explain failures that do not occur consistently.
中文简介正在准备中。当前显示英语简介。
Validate and fix Pinot pre-commit checks for modules affected by a change. Use it before a commit or pull request to address check failures in the relevant parts of the project.
中文简介正在准备中。当前显示英语简介。
Start a local Pinot quickstart and verify it using modes supported by the checked-out code. Use it to bring up a local trial environment that matches the version you are working with.
中文简介正在准备中。当前显示英语简介。
Review architecture changes in Apache Pinot, focusing on module dependencies, extension interfaces, abstractions, and class placement. Use it to examine changes that cross module boundaries or introduce new plugins and interfaces.
中文简介正在准备中。当前显示英语简介。
Review Apache Pinot changes for concurrency and state safety, including locks, shared callbacks, lifecycle changes, and distributed metadata. Use it to examine how changes affect shared state when multiple operations run at the same time.
中文简介正在准备中。当前显示英语简介。