Skill: review-performance

SkillDev tools

Guides your agent to review Apache Pinot code changes for performance problems and check benchmark claims.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Skill: review-performance skill

About this skill

Review Apache Pinot performance when hot paths change or a PR makes benchmark or efficiency claims.

What this skill tells your AI

The instructions your AI receives, as published by apache/pinot in .claude/skills/review-performance/SKILL.md and read by ahel’s review.

Procedure: see kb/skills/review-performance.md. Read it first, then follow it.

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